JuniorHighClient/Identifier/PageIdentify.cpp

#include "stdafx.h"
#include "PageIdentify.h"
#include "OnLineCardSchemaStruct.h"
#include "schema_struct.h"
#include "schema_struct_auto.h"
#include <iostream>
#include <vector>
#include <string>
#include <sstream>
#include <zxing\LuminanceSource.h>
#include "GrayImageSource.h"
#include <zxing\Exception.h>
#include <zxing\qrcode\QRCodeReader.h>
#include <zxing\qrcode\QRCodeReader.h>
#include <zxing\BinaryBitmap.h>
#include <zxing\common\GlobalHistogramBinarizer.h>
#include <zxing\Binarizer.h>
#include <zxing\qrcode\QRCodeReader.h>
#include "schema_struct.h"
#include <map>
#include <..\zxinglib\zxing\ReaderException.h>
#include "Util.h"
#include "../lib/myqr/include/GetQRCode.h"
#include "opencv2/opencv.hpp"
#include <chrono>
#include <ctime>
#include "ParseQRInfo.h"
#include "IdentifyArea.h"
#include <atomic>
#include <mutex>
#define POSITION_JUGDMENT_THRESHOLD 0.6184074853897741
extern std::atomic<int> g_examid_by_qr_code;
extern std::mutex g_mtx_examid;
extern std::string g_appFilePathName;

template<class F>
struct Final_action
{
	F clean;
	Final_action(F f) :clean(f)
	{
	}
	~Final_action()
	{
		clean();
	}
};

template<class F>
Final_action<F> finally(F f)
{
	return Final_action<F>(f);
}

//int * p = new int[7];
//auto act1 = finally([&]
//{
//	delete[]p;
//	p = NULL;
//}
//);
static std::string  GetExePath()
{
	HMODULE module = GetModuleHandle(0);
	char pFileName[MAX_PATH + 2] = { 0 };
	GetModuleFileNameA(module, pFileName, MAX_PATH);

	std::string csFullPath(pFileName);
	std::size_t nPos = csFullPath.find_last_of('\\');
	if (nPos == std::string::npos)
		return "";
	else
		return csFullPath.substr(0, nPos);
}
/********************************************************
*  @function :
*  @brief    :  红色分析判断的客户端交互接口(阶段1：实现红色像素的数量统计 阶段2:实现红色的形状判断 目前只实现阶段1
*  @input    :  Mat img_input;  // 切割好的打分框区域 精准区域
int cols;		// 该打分框的个数
int type;		// 打分框所属（非在线模板解答0 非在线模板填空1 在线模板解答2 在线模板填空3 ）
int mutil:		// 是否是组合型包含（个位+十位) 打分框
int * a_res;	// 存放结果的数组
int len;		// a_res的长度 len应该等于cols
*  @output   :  int ret; // 0: succ 1: faild 2: img.empty||img.error
*  @return   :  int ret;
*  @author   :  Duste  2020/03/27 10:07
*  @History  :
*********************************************************/
__declspec(dllimport) int api_red_check_analysis(cv::Mat&img, int cols, int type, int mutil, int * arr_result, int arr_len);

/********************************************************
*  @function :
*  @brief    :  DTK的定位点查找
*  @input    :  @见函数说明 给定图像+模板定位点位置信息，
*  @output   :
*  @return   :  int,(0:succ) (-1:input error) (-2:img.empty||img type.error) (-3:not found)
*  @author   :  Duste  2020/07/02 15:33
*  @History  :
*********************************************************/
int api_location_anchor_points(const cv::Mat&img_gray, // 输入的灰度图像
	const std::vector<cv::Rect>&vec_lcpts,	// json内的定位点信息
	const cv::Size&mb_size,				// json内模板图像的宽高
	std::vector<cv::Rect>&vec_tops,			// 接受找到的上面三个定位点 下标访问
	std::vector<cv::Rect>&vec_bottoms,		// 接受找到的下面的两个定位点 下标访问
	std::vector<int>&vec_len,				// 解决不同版本内存权限问题
	int&dir,						// 接受识别到的本图像的方向(0123-上下左右)
	int top_number,	// 知心慧学 top_number=3或4  在线模板 top_number=3
	int need_bottom	// 是否需要查找bottom定位点 
	);// Vec_lcpts: json内的两页内所有的定位点的矩形信息合集


#if _DEBUG
#pragma  comment(lib,"../lib/myqr/debug/GetQR.lib")
#pragma  comment(lib,"../Win32/Debug/client_interactive_api_ttpdd.lib")
#pragma  comment(lib,"../Win32/Debug/client_interactive_api_d.lib")
#pragma  comment(lib,"../Win32/Debug/client_interactive_api_code_d.lib")
#else
#pragma  comment(lib,"../lib/myqr/Release/GetQR.lib")
#pragma  comment(lib,"../Win32/Release/client_interactive_api_ttpd.lib")
#pragma  comment(lib,"../Win32/Release/client_interactive_api.lib")
#pragma  comment(lib,"../Win32/Release/client_interactive_api_code.lib")
#endif

using namespace cv;
using namespace std;
using namespace zxing;

namespace OnLineCard{
	enum SelectType{
		//未选中
		UNSELECT,
		//不确定
		UNCERTAIN,
		//选中
		SELECTED
	};
#define MAX_ITEM 64
	enum
	{
		JIEDATITYPE = 0,
		TIANKONGTITYPE = 1,
	};
	void SetTBLR(SchemaQuestionScore& score);

	PageIdentify::PageIdentify()
	{
		HMODULE module = GetModuleHandle(0);
		char pFileName[MAX_PATH + 2] = { 0 };
		GetModuleFileNameA(module, pFileName, MAX_PATH);
		std::string strPath = pFileName;
		int pos = strPath.find_last_of('\\', strPath.length());

		strPath = strPath.substr(0, pos) + "\\..\\config.ini";
		int nType = GetPrivateProfileIntA("USER", "algorithm_boption", 1, strPath.c_str());
		m_nBxuanxiang = (nType == 1);
		m_pTemplate = nullptr;
		src = NULL;
		feedDirection = ROTATE_0;
		m_strQrClass = "";
		m_bUseQr = false;
	}


	PageIdentify::~PageIdentify()
	{
	}

	// 识别
	int PageIdentify::Identify()
	{
		try{
			int r = Identify_impl();
			if (r == identify::result::IDF_SUCCESS){
				omr_result->identified = TRUE;
				omr_result->identify_msg = "识别成功";
				return r;
			}
		}
		catch (std::exception &e){
			//LOGI("PageIdentify::Identify 异常");
			return identify::result::IDF_FAILURE;
		}
		return identify::result::IDF_CANNOT_MATCH_TEMPLATE;
	}

	void PageIdentify::SetScanMode(int type)
	{
		m_scantype = type;
	}

	void PageIdentify::SetUseQr(std::string strQr, bool bUse)
	{
		m_bUseQr = bUse;
		m_strQrClass = strQr;
	}

	void PageIdentify::SetOnlineScanType(int nOnlineScanType)
	{
		m_nOnlineScanType = nOnlineScanType;
	}

	void PageIdentify::SetPaperMode(int mode)
	{
		m_paper_mode = mode;
	}

	void PageIdentify::SetIdentiforMode(int subject, int mode)
	{
		m_subjectMode = subject;
		m_identiforMode = mode;
	}

#define ROUND_SCALE(x) ((int)(x*scale+0.5))
#define ROUND_SCALE_ARRAY(_dst,_src,count) \
	for (int i=0;i<count;i++)\
						{\
	_dst[i]=((int)(_src[i]*scale+0.5));\
						}
	void PageIdentify::myscale_shema_param0(const schema_const_param& default_schema_const_param, schema_const_param& schema_param, double scale){
		schema_param.main_locate_point = default_schema_const_param.main_locate_point;
		ROUND_SCALE_ARRAY(schema_param.minw, default_schema_const_param.minw, 4);
		ROUND_SCALE_ARRAY(schema_param.maxw, default_schema_const_param.maxw, 4);
		ROUND_SCALE_ARRAY(schema_param.minh, default_schema_const_param.minh, 4);
		ROUND_SCALE_ARRAY(schema_param.maxh, default_schema_const_param.maxh, 4);
	}
	//旋转指定区域
	int PageIdentify::xuanzhuan(IplImage * src0, IplImage * &dst_img, CvRect myRect)
	{
		cvSetImageROI(src0, myRect);
		IplImage* result = cvCreateImage(cvSize(myRect.width, myRect.height), src0->depth, src0->nChannels);
		cvCopy(src0, result, NULL);
		cvResetImageROI(src0);
		dst_img = cvCreateImage(cvSize(myRect.height, myRect.width), src0->depth, src0->nChannels);
		cvTranspose(result, dst_img);
		cvFlip(dst_img, NULL, 1);
		cvReleaseImage(&result);
		return identify::result::IDF_SUCCESS;
	}
	inline int get_distance(CvPoint2D32f p1, CvPoint2D32f p2){
		double dy = p2.y - p1.y;
		double dx = p2.x - p1.x;
		return static_cast<int>(sqrt(dx*dx + dy*dy));
	}

	// 纠偏后的新坐标点
	CvPoint2D32f get_new_point(CvPoint2D32f ptOld, int iWidth, int iHight, float thir);

	bool sort_locate_point_by_x_pt2f(const CvPoint2D32f  c1, const CvPoint2D32f  c2);

	inline void sort_point_list(CvPoint2D32f * points_src){
		int max_y = std::max(std::max(points_src[0].y, points_src[1].y), points_src[2].y);
		vector<CvPoint2D32f> vec_one, vec_two;
		for (int i = 0; i < 3; i++)
		{
			CvPoint2D32f tmp = points_src[i];
			if (tmp.y > max_y / 2)
				vec_two.push_back(tmp);
			else
				vec_one.push_back(tmp);
		}
		std::sort(vec_one.begin(), vec_one.end(), sort_locate_point_by_x_pt2f);
		for (std::size_t i = 0; i < vec_one.size(); i++)
			points_src[i] = vec_one[i];
		points_src[vec_one.size()] = vec_two[0];
		return;
	}

	inline cv::Mat IplImageToMat(const IplImage* image, bool copyData = false)
	{
		if (!image)
			return cv::Mat();

		int imageDepth = IPL2CV_DEPTH(image->depth);
		int type = CV_MAKETYPE(imageDepth, image->nChannels);
		cv::Mat ret(image->height, image->width, type, image->imageData, image->widthStep);
		return copyData ? ret.clone() : ret;
	}



	int PageIdentify::JiaoZheng_20200418_first(IplImage * src0_, IplImage * &dst_img,
		const vector<CvRect> & top_locate_point_list, const vector<CvRect> & bottom_locate_point_list, const vector<CvRect> & word_location_point_list,
		int dir)
	{
		// printf("线程：%s JiaoZheng_20200418_first1 \n", std::to_string(GetCurrentThreadId()).c_str());
		int bottom_id = 0;
		if (3 == dir)
			bottom_id = 1;
		CvPoint2D32f points_src[3] = {
			cvPoint2D32f(top_locate_point_list[0].x + top_locate_point_list[0].width / 2.0, top_locate_point_list[0].y + top_locate_point_list[0].height / 2.0),
			cvPoint2D32f(top_locate_point_list[top_locate_point_list.size() - 1].x + top_locate_point_list[top_locate_point_list.size() - 1].width / 2.0, top_locate_point_list[top_locate_point_list.size() - 1].y + top_locate_point_list[top_locate_point_list.size() - 1].height / 2.0),
			cvPoint2D32f(bottom_locate_point_list[bottom_id].x + bottom_locate_point_list[bottom_id].width / 2.0, bottom_locate_point_list[bottom_id].y + bottom_locate_point_list[bottom_id].height / 2.0)
		};
		IplImage * src0 = nullptr;
		// printf("线程：%s JiaoZheng_20200418_first2 \n", std::to_string(GetCurrentThreadId()).c_str());
		try{
			src0 = cvCloneImage(src0_);
		}
		catch (cv::Exception&e){
			// printf("线程：%s cvCloneImage %s\n", std::to_string(GetCurrentThreadId()).c_str(), e.what());
		}
		// printf("线程：%s JiaoZheng_20200418_first3 \n", std::to_string(GetCurrentThreadId()).c_str());
		// 0：上 旋转0度  1：下 旋转180度 2：左 旋转90度 3：右 旋转270度 如果不对请自行调整
		CvPoint2D32f points_src_rotate[3] = { points_src[0], points_src[1], points_src[2] };
		// printf("线程：%s JiaoZheng_20200418_first cvCreateImage dir=%d %d %d %d %d \n", std::to_string(GetCurrentThreadId()).c_str(), dir, src0->width, src0->height, src0->depth, src0->nChannels);
		float angle = 0.0;
		if (0 == dir) {
			angle = 0.0;
			dst_img = cvCreateImage(cvSize(src0->width, src0->height), src0->depth, src0->nChannels);
		}
		else if (1 == dir){
			angle = 180;
			//cvFlip(src0,src0,1);
			dst_img = cvCreateImage(cvSize(src0->width, src0->height), src0->depth, src0->nChannels);
		}
		else if (2 == dir) {
			angle = 90;
			dst_img = cvCreateImage(cvSize(src0->height, src0->width), src0->depth, src0->nChannels);
		}
		else if (3 == dir) {
			angle = 270;
			dst_img = cvCreateImage(cvSize(src0->height, src0->width), src0->depth, src0->nChannels);
		}
		else
			return identify::result::IDF_FAILURE;
		// printf("线程：%s JiaoZheng_20200418_first cvCreateImage end \n", std::to_string(GetCurrentThreadId()).c_str());
		if (angle > 1.0){
			for (int i = 0; i < 3; i++){
				points_src_rotate[i] = get_new_point(points_src_rotate[i], src0->width, src0->height, angle);
			}
		}
		// printf("线程：%s JiaoZheng_20200418_first4 \n", std::to_string(GetCurrentThreadId()).c_str());
		CvPoint2D32f points_dst[3];
		for (int i = 0; i < 3; i++){
			CvPoint2D32f pt_src_tmp = points_src_rotate[i];
			int nearst_id = -1;
			int nearst_distance = 100000000;
			for (std::size_t j = 0; j < word_location_point_list.size(); j++){
				CvPoint2D32f pt_dst_tmp = cvPoint2D32f(word_location_point_list[j].x + word_location_point_list[j].width / 2.0, word_location_point_list[j].y + word_location_point_list[j].height / 2.0);
				int distance = get_distance(pt_src_tmp, pt_dst_tmp);
				if (distance < nearst_distance){
					nearst_distance = distance;
					nearst_id = j;
				}
			}
			if (-1 == nearst_id)
				return identify::result::IDF_FAILURE;
			points_dst[i] = cvPoint2D32f(word_location_point_list[nearst_id].x + word_location_point_list[nearst_id].width / 2.0, word_location_point_list[nearst_id].y + word_location_point_list[nearst_id].height / 2.0);;
		}
		// printf("线程：%s JiaoZheng_20200418_first5 \n", std::to_string(GetCurrentThreadId()).c_str());
		CvMat *	warp_mat = cvCreateMat(2, 3, CV_32FC1);
		cvGetAffineTransform(points_src, points_dst, warp_mat);
		cvWarpAffine(src0, dst_img, warp_mat, CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS, cvScalarAll(255));
		cvReleaseMat(&warp_mat);
#if _DEBUG
		cvSaveImage("D:\\show\\1.png", src0);
		cvSaveImage("D:\\show\\2.png", dst_img);
#endif
		cvReleaseImage(&src0);
		// printf("线程：%s JiaoZheng_20200418_first6 \n", std::to_string(GetCurrentThreadId()).c_str());
		return identify::result::IDF_SUCCESS;

	}


	int PageIdentify::JiaoZheng_20200418_second_four(IplImage * src0_, IplImage * &dst_img,
		const vector<CvRect> & top_locate_point_list, const vector<CvRect> & bottom_locate_point_list, const vector<CvRect> & word_location_point_list,
		int dir)
	{
		//CV_Assert(top_locate_point_list.size()>2);
		//CV_Assert(bottom_locate_point_list.size());

		CvPoint2D32f points_src[4] = {
			cvPoint2D32f(top_locate_point_list[0].x + top_locate_point_list[0].width / 2.0, top_locate_point_list[0].y + top_locate_point_list[0].height / 2.0),
			cvPoint2D32f(top_locate_point_list[top_locate_point_list.size() - 1].x + top_locate_point_list[top_locate_point_list.size() - 1].width / 2.0, top_locate_point_list[top_locate_point_list.size() - 1].y + top_locate_point_list[top_locate_point_list.size() - 1].height / 2.0),
			cvPoint2D32f(bottom_locate_point_list[0].x + bottom_locate_point_list[0].width / 2.0, bottom_locate_point_list[0].y + bottom_locate_point_list[0].height / 2.0),
			cvPoint2D32f(bottom_locate_point_list[1].x + bottom_locate_point_list[1].width / 2.0, bottom_locate_point_list[1].y + bottom_locate_point_list[1].height / 2.0)
		};

		IplImage * src0 = cvCloneImage(src0_);

		// 0：上 旋转0度  1：下 旋转180度 2：左 旋转90度 3：右 旋转270度 如果不对请自行调整
		CvPoint2D32f points_src_rotate[4] = { points_src[0], points_src[1], points_src[2], points_src[3] };
		float angle = 0.0;
		if (0 == dir) {
			angle = 0.0;
			dst_img = cvCreateImage(cvSize(src0->width, src0->height), src0->depth, src0->nChannels);
		}
		else if (1 == dir){
			angle = 180;
			//cvFlip(src0,src0,1);
			dst_img = cvCreateImage(cvSize(src0->width, src0->height), src0->depth, src0->nChannels);
		}
		else if (2 == dir) {
			angle = 90;
			dst_img = cvCreateImage(cvSize(src0->height, src0->width), src0->depth, src0->nChannels);
		}
		else if (3 == dir) {
			angle = 270;
			dst_img = cvCreateImage(cvSize(src0->height, src0->width), src0->depth, src0->nChannels);
		}
		else
			return identify::result::IDF_FAILURE;
		if (angle > 1.0){
			for (int i = 0; i < 4; i++){
				points_src_rotate[i] = get_new_point(points_src_rotate[i], src0->width, src0->height, angle);
			}
		}

		CvPoint2D32f points_dst[4];
		for (std::size_t i = 0; i < 4; i++){
			CvPoint2D32f pt_src_tmp = points_src_rotate[i];
			int nearst_id = -1;
			int nearst_distance = 100000000;
			for (std::size_t j = 0; j < word_location_point_list.size(); j++){
				CvPoint2D32f pt_dst_tmp = cvPoint2D32f(word_location_point_list[j].x + word_location_point_list[j].width / 2.0, word_location_point_list[j].y + word_location_point_list[j].height / 2.0);
				int distance = get_distance(pt_src_tmp, pt_dst_tmp);
				if (distance < nearst_distance){
					nearst_distance = distance;
					nearst_id = j;
				}
			}
			if (-1 == nearst_id)
				return identify::result::IDF_FAILURE;
			points_dst[i] = cvPoint2D32f(word_location_point_list[nearst_id].x + word_location_point_list[nearst_id].width / 2.0, word_location_point_list[nearst_id].y + word_location_point_list[nearst_id].height / 2.0);;
		}

		Point2f pts[4];
		for (int i = 0; i < 4; i++)
			pts[i] = Point2f(points_src[i].x, points_src[i].y);
		Point2f ptd[4];
		for (int i = 0; i < 4; i++)
			ptd[i] = Point2f(points_dst[i].x, points_dst[i].y);

		cv::Mat warp_mat(cv::Size(3, 3), CV_32FC1);
		warp_mat = getPerspectiveTransform(pts, ptd);

		CvMat b = warp_mat;
		cvWarpPerspective(src0_, dst_img, &b, CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS, cvScalarAll(255));

#if _DEBUG
		cvSaveImage("D:\\show\\1.png", src0);
		cvSaveImage("D:\\show\\2.png", dst_img);
#endif
		cvReleaseImage(&src0);
		return identify::result::IDF_SUCCESS;

	}

	int PageIdentify::JiaoZheng_20200418_second_five(IplImage * src0_, IplImage * &dst_img,
		const vector<CvRect> & top_locate_point_list, const vector<CvRect> & bottom_locate_point_list, const vector<CvRect> & word_location_point_list,
		int dir)
	{
		//CV_Assert(top_locate_point_list.size()>2);
		//CV_Assert(bottom_locate_point_list.size());

		CvPoint2D32f points_src[5] = {
			cvPoint2D32f(top_locate_point_list[0].x + top_locate_point_list[0].width / 2.0, top_locate_point_list[0].y + top_locate_point_list[0].height / 2.0),
			cvPoint2D32f(top_locate_point_list[1].x + top_locate_point_list[1].width / 2.0, top_locate_point_list[1].y + top_locate_point_list[1].height / 2.0),
			cvPoint2D32f(top_locate_point_list[top_locate_point_list.size() - 1].x + top_locate_point_list[top_locate_point_list.size() - 1].width / 2.0, top_locate_point_list[top_locate_point_list.size() - 1].y + top_locate_point_list[top_locate_point_list.size() - 1].height / 2.0),
			cvPoint2D32f(bottom_locate_point_list[0].x + bottom_locate_point_list[0].width / 2.0, bottom_locate_point_list[0].y + bottom_locate_point_list[0].height / 2.0),
			cvPoint2D32f(bottom_locate_point_list[1].x + bottom_locate_point_list[1].width / 2.0, bottom_locate_point_list[1].y + bottom_locate_point_list[1].height / 2.0)
		};

		IplImage * src0 = cvCloneImage(src0_);

		// 0：上 旋转0度  1：下 旋转180度 2：左 旋转90度 3：右 旋转270度 如果不对请自行调整
		CvPoint2D32f points_src_rotate[5] = { points_src[0], points_src[1], points_src[2], points_src[3], points_src[4] };
		float angle = 0.0;
		if (0 == dir) {
			angle = 0.0;
			dst_img = cvCreateImage(cvSize(src0->width, src0->height), src0->depth, src0->nChannels);
		}
		else if (1 == dir){
			angle = 180;
			//cvFlip(src0,src0,1);
			dst_img = cvCreateImage(cvSize(src0->width, src0->height), src0->depth, src0->nChannels);
		}
		else if (2 == dir) {
			angle = 90;
			dst_img = cvCreateImage(cvSize(src0->height, src0->width), src0->depth, src0->nChannels);
		}
		else if (3 == dir) {
			angle = 270;
			dst_img = cvCreateImage(cvSize(src0->height, src0->width), src0->depth, src0->nChannels);
		}
		else
			return identify::result::IDF_FAILURE;
		if (angle > 1.0){
			for (int i = 0; i < 5; i++){
				points_src_rotate[i] = get_new_point(points_src_rotate[i], src0->width, src0->height, angle);
			}
		}

		CvPoint2D32f points_dst[5];
		for (std::size_t i = 0; i < 5; i++){
			CvPoint2D32f pt_src_tmp = points_src_rotate[i];
			int nearst_id = -1;
			int nearst_distance = 100000000;
			for (std::size_t j = 0; j < word_location_point_list.size(); j++){
				CvPoint2D32f pt_dst_tmp = cvPoint2D32f(word_location_point_list[j].x + word_location_point_list[j].width / 2.0, word_location_point_list[j].y + word_location_point_list[j].height / 2.0);
				int distance = get_distance(pt_src_tmp, pt_dst_tmp);
				if (distance < nearst_distance){
					nearst_distance = distance;
					nearst_id = j;
				}
			}
			if (-1 == nearst_id)
				return identify::result::IDF_FAILURE;
			points_dst[i] = cvPoint2D32f(word_location_point_list[nearst_id].x + word_location_point_list[nearst_id].width / 2.0, word_location_point_list[nearst_id].y + word_location_point_list[nearst_id].height / 2.0);;
		}

		Point2f pts[5];
		for (int i = 0; i < 5; i++)
			pts[i] = Point2f(points_src[i].x, points_src[i].y);
		Point2f ptd[5];
		for (int i = 0; i < 5; i++)
			ptd[i] = Point2f(points_dst[i].x, points_dst[i].y);

		cv::Mat warp_mat(cv::Size(3, 3), CV_32FC1);
		warp_mat = getPerspectiveTransform(pts, ptd);

		CvMat b = warp_mat;
		cvWarpPerspective(src0_, dst_img, &b, CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS, cvScalarAll(255));

#if _DEBUG
		cvSaveImage("D:\\show\\1.png", src0);
		cvSaveImage("D:\\show\\2.png", dst_img);
#endif
		cvReleaseImage(&src0);
		return identify::result::IDF_SUCCESS;

	}

	int PageIdentify::JiaoZheng_20200418(IplImage * src0, IplImage * &dst_img,
		const vector<CvRect> & top_locate_point_list, const vector<CvRect> & bottom_locate_point_list, const vector<CvRect> & word_location_point_list,
		int dir, double scale_x, double scale_y, int word_w, int word_h)
	{
		int len_l = top_locate_point_list.size();
		if (len_l != 3 || bottom_locate_point_list.size() != 2)
			return identify::result::IDF_FAILURE;
		// 中心点
		CvPoint2D32f points_src_[3] = {
			cvPoint2D32f(top_locate_point_list[0].x + top_locate_point_list[0].width / 2.0, top_locate_point_list[0].y + top_locate_point_list[0].height / 2.0),
			cvPoint2D32f(top_locate_point_list[len_l - 1].x + top_locate_point_list[len_l - 1].width / 2.0, top_locate_point_list[len_l - 1].y + top_locate_point_list[len_l - 1].height / 2.0),
			cvPoint2D32f(bottom_locate_point_list[0].x + bottom_locate_point_list[0].width / 2.0, bottom_locate_point_list[0].y + bottom_locate_point_list[0].height / 2.0)
		};
		cv::Size location_size[3] = {
			cvSize(top_locate_point_list[0].width, top_locate_point_list[0].height),
			cvSize(top_locate_point_list[len_l - 1].width, top_locate_point_list[len_l - 1].height),
			cvSize(bottom_locate_point_list[0].width, bottom_locate_point_list[0].height)
		};
		// 0：上 旋转0度  1：下 旋转180度 2：左 旋转90度 3：右 旋转270度 如果不对请自行调整
		CvPoint2D32f points_src_rotate[3] = { points_src_[0], points_src_[1], points_src_[2] };
		float angle = 0.0;
		int use_w = src0->width;
		int use_h = src0->height;
		if (0 == dir) {
			angle = 0.0;
		}
		else if (1 == dir){
			angle = 180;
		}
		else if (2 == dir) {
			angle = 90;
			swap(use_w, use_h);
			for (int i = 0; i < 3; i++)
				swap(location_size[i].width, location_size[i].height);
		}
		else if (3 == dir) {
			angle = 270;
			swap(use_w, use_h);
			for (int i = 0; i < 3; i++)
				swap(location_size[i].width, location_size[i].height);
		}
		else
			return identify::result::IDF_FAILURE;
		if (angle > 1.0){
			for (int i = 0; i < 3; i++){
				points_src_rotate[i] = get_new_point(points_src_rotate[i], src0->width, src0->height, angle);
			}
		}

		// 按照从左到右 从上到下 排序
		sort_point_list(points_src_rotate);

		// 推算边缘点 
		CvPoint2D32f points_src[3] = {
			cvPoint2D32f(points_src_rotate[0].x - (location_size[0].width / 2.0 + 0.55), top_locate_point_list[0].y - (location_size[0].height / 2.0 + 0.55)),
			cvPoint2D32f(points_src_rotate[1].x + (location_size[1].width / 2.0 + 0.55), top_locate_point_list[1].y - (location_size[1].height / 2.0 + 0.55)),
			cvPoint2D32f(points_src_rotate[2].x - (location_size[2].width / 2.0 + 0.55), top_locate_point_list[2].y + (location_size[2].height / 2.0 + 0.55))
		};

		// 寻找json数据的对应定位点坐标
		CvPoint2D32f points_dst_[3];	// 中心点
		CvPoint2D32f points_dst[3];		// 边缘点
		for (std::size_t i = 0; i < 3; i++){
			CvPoint2D32f pt_src_tmp = points_src_rotate[i];
			int nearst_id = -1;
			int nearst_distance = 100000000;
			for (std::size_t j = 0; j < word_location_point_list.size(); j++){
				CvRect rc_tmp;
				rc_tmp.x = word_location_point_list[j].x*scale_x + 0.55;
				rc_tmp.y = word_location_point_list[j].y*scale_y + 0.55;
				rc_tmp.width = word_location_point_list[j].width*scale_x + 0.55;
				rc_tmp.height = word_location_point_list[j].height*scale_y + 0.55;
				CvPoint2D32f pt_dst_tmp = cvPoint2D32f(rc_tmp.x + rc_tmp.width / 2.0, rc_tmp.y + rc_tmp.height / 2.0);
				int distance = get_distance(pt_src_tmp, pt_dst_tmp);
				if (distance < nearst_distance){
					nearst_distance = distance;
					nearst_id = j;
				}
			}
			if (-1 == nearst_id)
				return identify::result::IDF_FAILURE;
			points_dst_[i] = cvPoint2D32f(word_location_point_list[nearst_id].x + word_location_point_list[nearst_id].width / 2.0, word_location_point_list[nearst_id].y + word_location_point_list[nearst_id].height / 2.0);;
			if (0 == i)
				points_dst[i] = cvPoint2D32f(word_location_point_list[nearst_id].x, word_location_point_list[nearst_id].y);
			else if (1 == i)
				points_dst[i] = cvPoint2D32f(word_location_point_list[nearst_id].x + word_location_point_list[nearst_id].width, word_location_point_list[nearst_id].y);
			else
				points_dst[i] = cvPoint2D32f(word_location_point_list[nearst_id].x, word_location_point_list[nearst_id].y + word_location_point_list[nearst_id].height);

		}

#define GET_SCALE 1
#if GET_SCALE
		int len = 3;

		int dis_w = get_distance(points_src_rotate[1], points_src_rotate[0]);
		int dis_h = get_distance(points_src_rotate[0], points_src_rotate[2]);

		int dis_ww = get_distance(points_dst[1], points_dst[0]);
		int dis_hw = get_distance(points_dst[0], points_dst[2]);

		double s_x = dis_w*1.0 / dis_ww*1.0;
		double s_y = dis_h*1.0 / dis_hw*1.0;

		int add_left = points_src_rotate[0].x - points_dst[0].x*s_x;
		int dis_w_right = (word_w - points_dst[1].x)*s_x;
		int dis_s_right = use_w - points_src_rotate[1].x;
		int add_right = dis_s_right - dis_w_right;

		int add_top = points_src_rotate[0].y - points_dst[0].y*s_y;
		int dis_w_bottom = (word_h - points_dst[1].y)*s_y;
		int dis_s_bottom = use_h - points_src_rotate[1].y;
		int add_bottom = dis_s_bottom - dis_w_bottom;

		IplImage* lp_after_warp = NULL;
		int xn_w = use_w - add_left - add_right;
		int xn_h = use_h - add_bottom - add_top;
		CvRect rc_box;//= cvRect(add_left,add_top,src0->width-add_left-add_right,src0->height-add_top-add_bottom);
		// 旋转矩形



		// 新的水平坐标点更新回 切割后的原图 
		points_src_[0] = cvPoint2D32f(points_src_rotate[0].x - add_left, points_src_rotate[0].y - add_top);
		points_src_[1] = cvPoint2D32f(points_src_rotate[1].x - add_left, points_src_rotate[1].y - add_top);
		points_src_[2] = cvPoint2D32f(points_src_rotate[2].x - add_left, points_src_rotate[2].y - add_top);
		angle = 0.0;
		if (0 == dir) {
			rc_box = cvRect(add_left, add_top, src0->width - add_left - add_right, src0->height - add_top - add_bottom);
			lp_after_warp = cvCreateImage(cvSize(rc_box.width, rc_box.height), src0->depth, src0->nChannels);
			dst_img = cvCreateImage(cvSize(lp_after_warp->width, lp_after_warp->height), lp_after_warp->depth, lp_after_warp->nChannels);
		}
		else if (1 == dir){
			angle = -180;
			rc_box = cvRect(add_right, add_bottom, src0->width - add_left - add_right, src0->height - add_top - add_bottom);
			lp_after_warp = cvCreateImage(cvSize(rc_box.width, rc_box.height), src0->depth, src0->nChannels);
			dst_img = cvCreateImage(cvSize(lp_after_warp->width, lp_after_warp->height), lp_after_warp->depth, lp_after_warp->nChannels);
		}
		else if (2 == dir) {
			angle = -90;
			rc_box = cvRect(add_top, add_right, src0->width - add_top - add_bottom, src0->height - add_right - add_left);
			lp_after_warp = cvCreateImage(cvSize(rc_box.width, rc_box.height), src0->depth, src0->nChannels);
			dst_img = cvCreateImage(cvSize(lp_after_warp->height, lp_after_warp->width), lp_after_warp->depth, lp_after_warp->nChannels);
		}
		else if (3 == dir) {
			angle = -270;
			rc_box = cvRect(add_bottom, add_left, src0->width - add_bottom - add_top, src0->height - add_left - add_right);
			lp_after_warp = cvCreateImage(cvSize(rc_box.width, rc_box.height), src0->depth, src0->nChannels);
			dst_img = cvCreateImage(cvSize(lp_after_warp->height, lp_after_warp->width), lp_after_warp->depth, lp_after_warp->nChannels);
		}
		else
			return identify::result::IDF_FAILURE;
		if (angle < -1.0){
			for (int i = 0; i < 3; i++){
				points_src_[i] = get_new_point(points_src_[i], xn_w, xn_h, angle);
			}
		}

		cvSetImageROI(src0, rc_box);
		cvCopy(src0, lp_after_warp, NULL);
#if _DEBUG
		cvSaveImage("D:\\show\\0.png", lp_after_warp);
#endif

		cvResetImageROI(src0);

		//}
		use_w = lp_after_warp->width;
		use_h = lp_after_warp->height;
		if (dir > 1)
			swap(use_h, use_w);
		double d_x = use_w*1.0 / word_w;
		double d_y = use_h*1.0 / word_h;
		points_dst_[0] = cvPoint2D32f(points_dst_[0].x*d_x + 0.55, points_dst_[0].y*d_y + 0.55);
		points_dst_[1] = cvPoint2D32f(points_dst_[1].x*d_x + 0.55, points_dst_[1].y*d_y + 0.55);
		points_dst_[2] = cvPoint2D32f(points_dst_[2].x*d_x + 0.55, points_dst_[2].y*d_y + 0.55);


#endif

		CvMat *	warp_mat = cvCreateMat(2, 3, CV_32FC1);
		cvGetAffineTransform(points_src_, points_dst_, warp_mat);
		cvWarpAffine(lp_after_warp, dst_img, warp_mat, CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS, cvScalarAll(255));
		cvReleaseMat(&warp_mat);
		cvReleaseImage(&lp_after_warp);

#if _DEBUG
		cvSaveImage("D:\\show\\1.png", src0);
		cvSaveImage("D:\\show\\2.png", dst_img);
#endif
		return identify::result::IDF_SUCCESS;

	}
	int PageIdentify::MyFindDingWeiDian(IplImage * src_gray_img, CvMemStorage* storage, schema_const_param &schema_param, vector<CvRect>& locate_point_list, int & _dir)
	{
		if (!m_pTemplate->pages.empty() && !m_pTemplate->pages[1].location.empty())
		{
			//根据图片像素比例调整定位点检查区域高度
			double dLocPointHeight = m_pTemplate->pages[1].location.at(0).pos.h;
			m_pTemplate->dingweidian_range_top = dLocPointHeight * 6 * src_gray_img->height / m_pTemplate->pages[1].h;
			m_pTemplate->dingweidian_rang_buttom = dLocPointHeight * 7 * src_gray_img->height / m_pTemplate->pages[1].h;
		}
		int range = m_pTemplate->dingweidian_range_top;
		//LOGFMTI("MyFindDingWeiDian 1 range=%d", range);
		CvRect roi[4] = {//上下左右 roi
			cvRect(0, 0, src_gray_img->width, min(range, src_gray_img->height)),
			cvRect(0, src_gray_img->height - min(range, src_gray_img->height) - 1, src_gray_img->width, min(range, src_gray_img->height)),
			cvRect(0, 0, min(range, src_gray_img->width), src_gray_img->height),
			cvRect(src_gray_img->width - min(range, src_gray_img->width) - 1, 0, min(range, src_gray_img->width), src_gray_img->height)
		};
		//LOGFMTI("MyFindDingWeiDian 2 range=%d", range);
		CvSeq * contour = NULL;
		for (int dir = 0; dir < 4; dir++)
		{
			if (dir < 2)myscale_shema_param0(m_default_schema_param, schema_param, src_gray_img->width / (double)m_default_schema_param.shijuanwidth);
			else myscale_shema_param0(m_default_schema_param, schema_param, src_gray_img->height / (double)m_default_schema_param.shijuanwidth);
			IplImage *  binary_img = cvCreateImage(cvSize(roi[dir].width + 10, roi[dir].height + 10), IPL_DEPTH_8U, 1);
			IplImage *  binary_img2 = cvCreateImage(cvSize(roi[dir].width + 10, roi[dir].height + 10), IPL_DEPTH_8U, 1);
			cvSet(binary_img, cvScalarAll(0));
			//LOGFMTI("MyFindDingWeiDian 3 x=%d y= %d,w = %d h = %d", roi[dir].x, roi[dir].y, roi[dir].width, roi[dir].height);
			cvSetImageROI(src_gray_img, roi[dir]);
			cvSetImageROI(binary_img, cvRect(5, 5, roi[dir].width, roi[dir].height));
			cvThreshold(src_gray_img, binary_img, 180, 255, CV_THRESH_BINARY_INV);
			cvResetImageROI(binary_img);
			int an = 2;
			IplConvKernel * element = cvCreateStructuringElementEx(an * 2 + 1, an * 2 + 1, an, an, CV_SHAPE_RECT, 0);//创建结构元素  

			cvErode(binary_img, binary_img2, element, 1);//腐蚀图像
			cvDilate(binary_img2, binary_img2, element, 1);//膨胀图像    
			cvSub(binary_img, binary_img2, binary_img2);
			cvDilate(binary_img, binary_img, element, 1);//膨胀图像   
			cvErode(binary_img, binary_img, element, 1);//腐蚀图像  
			cvSub(binary_img, binary_img2, binary_img);
			if (element)
				cvReleaseStructuringElement(&element);
			if (m_pTemplate->open_save_debug_img){
				char szImageName[1024] = { 0 };
				sprintf_s(szImageName, "%s\\image\\Debug\\find_dingweidian_top%d.jpg", g_appFilePathName.c_str(), dir);
				cvSaveImage(szImageName, binary_img);
			}
			int contours = cvFindContours(binary_img, storage, &contour, sizeof(CvContour), CV_RETR_LIST, CV_CHAIN_APPROX_NONE, cvPoint(roi[dir].x - 5, roi[dir].y - 5));

			cvReleaseImage(&binary_img);
			cvReleaseImage(&binary_img2);
			int validCount = 0;
			vector<CvContour *> contourList;
			for (CvContour * c = (CvContour *)contour; c != 0; c = (CvContour *)c->h_next)
			{
				locate_point_list.clear();
				if (c->rect.width > schema_param.maxw[dir] * m_pTemplate->dingweidian_w_max_rate)continue;
				if (c->rect.height > schema_param.maxh[dir] * m_pTemplate->dingweidian_h_max_rate)continue;
				if (c->rect.width < schema_param.minw[dir] * m_pTemplate->dingweidian_w_min_rate)continue;
				if (c->rect.height < schema_param.minh[dir] * m_pTemplate->dingweidian_h_min_rate)continue;
				cvSetImageROI(src_gray_img, c->rect);
				int area = GetBlackArea(src_gray_img);
				if (area < c->rect.width*c->rect.height*0.75)continue;
				validCount++;
				contourList.push_back(c);
			}
			cvResetImageROI(src_gray_img);
			std::vector<CvRect> list;
			for (int i = 0; i < contourList.size(); i++)
			{
				CvRect rect = contourList[i]->rect;
				list.push_back(rect);
			}
			CvRect rect;
			float k = 0, b = 0;
			if (dir == 0 || dir == 1){
				std::sort(list.begin(), list.end(), sort_locate_point_by_x);
			}
			else {
				std::sort(list.begin(), list.end(), sort_locate_point_by_y);
			}
			if (list.size() > 1)
			{
				bool bV = false;
				locate_point_list.push_back(list[0]);
				if (list[list.size() - 1].x - list[0].x>-0.00001 && list[list.size() - 1].x - list[0].x<0.00001)
				{
					bV = true;
				}
				else{
					k = (list[list.size() - 1].y - list[0].y + 0.0) / (list[list.size() - 1].x - list[0].x);
				}
				b = list[0].y - k*list[0].x;
				for (int i = 1; i < list.size() - 1; i++)
				{
					if (dir == 0 || dir == 1){
						int y = k*list[i].x + b;
						if (fabs(y - list[i].y + 0.0) < list[i].height / 2)
							locate_point_list.push_back(list[i]);
					}
					else
					{
						int x = 0;
						if (bV){
							x = list[0].x;
						}
						else{
							x = (list[i].y - b) / k;
						}
						if (fabs(x - list[i].x + 0.0) < list[i].width / 2)
							locate_point_list.push_back(list[i]);
					}
				}
				locate_point_list.push_back(list[list.size() - 1]);
			}
			if (locate_point_list.size() == 3)
			{
				//LOGFMTI("MyFindDingWeiDian 4 range=%d", range);
				_dir = dir;
				if (MyFindBottomDingWeiDian(src_gray_img, storage, schema_param, locate_point_list, dir) == identify::result::IDF_FAILURE)
					return identify::result::IDF_FAILURE;
				//LOGFMTI("MyFindDingWeiDian 5 range=%d", range);
				return identify::result::IDF_SUCCESS;
				break;
			}
			else if (2 == locate_point_list.size())
			{
				//图片上下倒转时，记录本该是底部的两定位点左边
				m_vecBottom.clear();
				m_vecBottom.push_back(locate_point_list.at(0));
				m_vecBottom.push_back(locate_point_list.at(1));
				return identify::result::IDF_FAILURE;
			}
		}
		return identify::result::IDF_FAILURE;
	}

	//查找定位点
	int PageIdentify::MyFindBottomDingWeiDian(IplImage * src_gray_img, CvMemStorage* storage, schema_const_param &schema_param, vector<CvRect>& locate_point_list, int & _dir)
	{
		int nRange = m_pTemplate->dingweidian_rang_buttom;
		CvRect roi[4] = {//上下左右 roi
			cvRect(0, 0, src_gray_img->width, min(nRange, src_gray_img->height)),
			cvRect(0, src_gray_img->height - min(nRange, src_gray_img->height) - 1, src_gray_img->width, min(nRange, src_gray_img->height)),
			cvRect(0, 0, min(nRange, src_gray_img->width), src_gray_img->height),
			cvRect(src_gray_img->width - min(nRange, src_gray_img->width) - 1, 0, min(nRange, src_gray_img->width), src_gray_img->height)
		};
		CvSeq * contour = NULL;
		int dir;
		_dir > 1 ? dir = 3 - _dir + 2 : dir = 1 - _dir;
		m_vecBottom.clear();
		//for (int dir=0;dir<4;dir++)
		{
			IplImage *  binary_img = cvCreateImage(cvSize(roi[dir].width + 10, roi[dir].height + 10), IPL_DEPTH_8U, 1);
			IplImage *  binary_img2 = cvCreateImage(cvSize(roi[dir].width + 10, roi[dir].height + 10), IPL_DEPTH_8U, 1);
			cvSet(binary_img, cvScalarAll(0));
			cvSetImageROI(src_gray_img, roi[dir]);
			cvSetImageROI(binary_img, cvRect(5, 5, roi[dir].width, roi[dir].height));
			cvThreshold(src_gray_img, binary_img, 180, 255, CV_THRESH_BINARY_INV);
			cvResetImageROI(binary_img);
			int an = 2;
			IplConvKernel * element = cvCreateStructuringElementEx(an * 2 + 1, an * 2 + 1, an, an, CV_SHAPE_RECT, 0);//创建结构元素  

			cvErode(binary_img, binary_img2, element, 1);//腐蚀图像  
			cvDilate(binary_img2, binary_img2, element, 1);//膨胀图像    
			cvSub(binary_img, binary_img2, binary_img2);
			cvDilate(binary_img, binary_img, element, 1);//膨胀图像   
			cvErode(binary_img, binary_img, element, 1);//腐蚀图像  
			cvSub(binary_img, binary_img2, binary_img);
			if (m_pTemplate->open_save_debug_img){
				char szImageName[1024] = { 0 };
				sprintf_s(szImageName, "%s\\image\\Debug\\find_dingweidian_buttom%d.jpg", g_appFilePathName, dir);
				cvSaveImage(szImageName, binary_img);
			}
			int contours = cvFindContours(binary_img, storage, &contour, sizeof(CvContour), CV_RETR_LIST, CV_CHAIN_APPROX_NONE, cvPoint(roi[dir].x - 5, roi[dir].y - 5));
			if (element)
				cvReleaseStructuringElement(&element);
			cvReleaseImage(&binary_img);
			cvReleaseImage(&binary_img2);
			int validCount = 0;
			vector<CvContour *> contourList;
			for (CvContour * c = (CvContour *)contour; c != 0; c = (CvContour *)c->h_next)
			{
				if (c->rect.width > schema_param.maxw[dir] * m_pTemplate->dingweidian_w_max_rate)continue;
				if (c->rect.height > schema_param.maxh[dir] * m_pTemplate->dingweidian_h_max_rate)continue;
				if (c->rect.width < schema_param.minw[dir] * m_pTemplate->dingweidian_w_min_rate)continue;
				if (c->rect.height < schema_param.minh[dir] * m_pTemplate->dingweidian_h_min_rate)continue;
				cvSetImageROI(src_gray_img, c->rect);
				//cvSaveImage( "d://debug1.jpg", binary_img );
				int area = GetBlackArea(src_gray_img);
				if (area < c->rect.width*c->rect.height*0.75)continue;
				validCount++;
				contourList.push_back(c);
			}
			cvResetImageROI(src_gray_img);
			if (contourList.size() == 2){
				for (std::size_t i = 0; i < contourList.size(); i++){
					CvRect rect = contourList[i]->rect;
					m_vecBottom.push_back(rect);
				}
				if (m_vecBottom.size() > 1){
					std::sort(m_vecBottom.begin(), m_vecBottom.end(), sort_locate_point_by_x);
					if (_dir == 1)
						std::sort(m_vecBottom.begin(), m_vecBottom.end(), sort_locate_point_by_x);
				}
				return identify::result::IDF_SUCCESS;
			}
			else
			{
				// 大于要求数量
				if (contourList.size()>2)
				{
					//查找顶部定位点，宽高最大最小值
					int minw = locate_point_list[0].width;
					int maxw = locate_point_list[0].width;
					int minh = locate_point_list[0].height;
					int maxh = locate_point_list[0].height;
					for (int i = 1; i < locate_point_list.size(); i++)
					{
						//宽度计算
						if (locate_point_list[i].width > maxw)
						{
							maxw = locate_point_list[i].width;
						}
						else if (locate_point_list[i].width < minw)
						{
							minw = locate_point_list[i].width;
						}

						//高度计算
						if (locate_point_list[i].height > maxh)
						{
							maxh = locate_point_list[i].height;
						}
						else if (locate_point_list[i].height < minh)
						{
							minh = locate_point_list[i].height;
						}
					}
					minw = (schema_param.minw[dir] + minw) / 2;
					minh = (schema_param.minh[dir] + minh) / 2;
					maxw = (schema_param.maxw[dir] + maxw) / 2;
					maxh = (schema_param.maxh[dir] + maxh) / 2;
					// locate_point_list
					std::vector<CvRect> tempvecBottom;
					for (std::size_t i = 0; i < contourList.size(); i++){
						CvRect rect = contourList[i]->rect;
						if (rect.width >= minw && rect.width <= maxw && rect.height >= minh && rect.height <= maxh)
						{
							tempvecBottom.push_back(rect);
						}
					}
					if (tempvecBottom.size() == 2)
					{
						//成功找到数据
						for (std::size_t i = 0; i < tempvecBottom.size(); i++){
							m_vecBottom.push_back(tempvecBottom[i]);
						}
						if (m_vecBottom.size() > 1){
							std::sort(m_vecBottom.begin(), m_vecBottom.end(), sort_locate_point_by_x);
							if (_dir == 1)
								std::sort(m_vecBottom.begin(), m_vecBottom.end(), sort_locate_point_by_x);
						}
						return identify::result::IDF_SUCCESS;
					}
					else if (tempvecBottom.size() > 2)
					{
						//水平方向
						if (dir == 0 || dir == 1){
							std::sort(tempvecBottom.begin(), tempvecBottom.end(), sort_locate_point_by_x);
							//计算在识别区范围内
							float k = (float)(locate_point_list[locate_point_list.size() - 1].y - locate_point_list[0].y) / (locate_point_list[locate_point_list.size() - 1].x - locate_point_list[0].x);
							for (int i = 1; i < tempvecBottom.size() - 1; i++)
							{
								float y = tempvecBottom[0].y + k*(tempvecBottom[i].x - tempvecBottom[0].x);
								if ((tempvecBottom[i].y >(y - maxh)) && (tempvecBottom[i].y < (y + maxh)))
									return identify::result::IDF_FAILURE;
							}
							m_vecBottom.push_back(tempvecBottom[0]);
							m_vecBottom.push_back(tempvecBottom[tempvecBottom.size() - 1]);
							if (m_vecBottom.size() > 1){
								std::sort(m_vecBottom.begin(), m_vecBottom.end(), sort_locate_point_by_x);
								if (_dir == 1)
									std::sort(m_vecBottom.begin(), m_vecBottom.end(), sort_locate_point_by_x);
							}
							return identify::result::IDF_SUCCESS;
						}
						else {
							//水平方向垂直方向
							std::sort(tempvecBottom.begin(), tempvecBottom.end(), sort_locate_point_by_y);
							float k = (locate_point_list[locate_point_list.size() - 1].x - locate_point_list[0].x) / (float)(locate_point_list[locate_point_list.size() - 1].y - locate_point_list[0].y);

							for (int i = 1; i < tempvecBottom.size() - 1; i++)
							{
								float x = tempvecBottom[0].x + k*(tempvecBottom[i].y - tempvecBottom[0].y);
								if ((tempvecBottom[i].x >(x - maxw)) && (tempvecBottom[i].x < (x + maxw)))
									return identify::result::IDF_FAILURE;
							}
							m_vecBottom.push_back(tempvecBottom[0]);
							m_vecBottom.push_back(tempvecBottom[tempvecBottom.size() - 1]);
							if (m_vecBottom.size() > 1){
								std::sort(m_vecBottom.begin(), m_vecBottom.end(), sort_locate_point_by_x);
								if (_dir == 1)
									std::sort(m_vecBottom.begin(), m_vecBottom.end(), sort_locate_point_by_x);
							}
							return identify::result::IDF_SUCCESS;
						}

					}

				}
				return identify::result::IDF_FAILURE;
			}
		}
	}

	double PageIdentify::CalcRectArea(IplImage* src, const std::vector<CvRect> & top_locate_point_list, const std::vector<CvRect> & bottom_locate_point_list)
	{
		int areaS = 0;
		int h = 0;
		int w = 0;
		std::vector<int> xVec;
		std::vector<int> yVec;
		for (int i = 0; i < top_locate_point_list.size(); i++)
		{
			xVec.push_back(top_locate_point_list[i].x);
			yVec.push_back(top_locate_point_list[i].y);
		}

		for (int i = 0; i < bottom_locate_point_list.size(); i++)
		{
			xVec.push_back(bottom_locate_point_list[i].x);
			yVec.push_back(bottom_locate_point_list[i].y);
		}

		std::sort(xVec.begin(), xVec.end());
		std::sort(yVec.begin(), yVec.end());

		areaS = (xVec[yVec.size() - 1] - xVec[0]) *(yVec[yVec.size() - 1] - yVec[0]);

		return (double)areaS / (double)(src->width*src->height);
	}

	int PageIdentify::OnLineCardJZ(IplImage* src, IplImage* &dst_img, int nPageIndex, int dir, std::vector<CvRect>&main_locate_point, int &wordloctlt)
	{
		int ret = identify::result::IDF_FAILURE;
		std::vector<CvRect> vec_locations_word; vec_locations_word.clear();
		double tt[4] = { 0.0, 0.0, 0.0, 0.0 };
		if (!m_pTemplate->pages.empty()){
			PageTemplate&page = m_pTemplate->pages[nPageIndex];
			std::vector<Location>& lcs = page.location;
			for (std::size_t j = 0; j < lcs.size(); j++){
				CvRect rc_tmp;
				rc_tmp.x = lcs[j].pos.x;
				rc_tmp.y = lcs[j].pos.y;
				rc_tmp.width = lcs[j].pos.w;
				rc_tmp.height = lcs[j].pos.h;
				vec_locations_word.push_back(rc_tmp);
			}
			std::sort(vec_locations_word.begin(), vec_locations_word.end(), sort_locate_point_by_y);
			wordloctlt = vec_locations_word[vec_locations_word.size() - 1].y - vec_locations_word[0].y;
			double word_w = page.w;
			double word_h = page.h;
			tt[2] = word_w;
			tt[3] = word_h;
			// resize point
			int mb_w = src->width;
			int mb_h = src->height;
			if (2 == dir || 3 == dir) // 
				swap(mb_h, mb_w);
			float rio_w = mb_w*1.0 / word_w*1.0;
			float rio_h = mb_h*1.0 / word_h*1.0;
			tt[0] = rio_w;
			tt[1] = rio_h;

			for (std::size_t i = 0; i < vec_locations_word.size(); i++){
				vec_locations_word[i].x = vec_locations_word[i].x*rio_w + 0.55;
				vec_locations_word[i].y = vec_locations_word[i].y*rio_h + 0.55;
				vec_locations_word[i].width = vec_locations_word[i].width*rio_w + 0.55;
				vec_locations_word[i].height = vec_locations_word[i].height*rio_h + 0.55;
			}
		}

		if (2 == m_vecBottom.size() && vec_locations_word.size()>3){
			try{

				// 三点校正
				ret = JiaoZheng_20200418_first(src, dst_img, main_locate_point, m_vecBottom, vec_locations_word, dir);
			}
			catch (cv::Exception &e)
			{
				return identify::result::IDF_FAILURE;
			}
		}

		return ret;
	}
	void PageIdentify::InitScoreArea(SchemaQuestionScore&sqs, const ScoreBox&box, CvPoint offset, double w_scale, double h_scale)
	{
		// 打分框类型
		sqs.scoreBox.type = box.type;
		// 填空题打分类型
		sqs.scoreBox.vctScore = box.vctScore;
		// 上限
		sqs.scoreBox.limit = box.limit;
		// 最后一个格子是否为小数(0.5分)
		sqs.scoreBox.bPoint = box.bPoint;
		// 位置
		sqs.scoreBox.pos.x = offset.x + box.pos.x * w_scale;
		sqs.scoreBox.pos.y = offset.y + box.pos.y * h_scale;
		sqs.scoreBox.pos.w = box.pos.w *w_scale;
		sqs.scoreBox.pos.h = box.pos.h *h_scale;
	}

	int PageIdentify::GetQrCode(IplImage* dst_gray_img, schema_const_param &schema_param, vector<CvRect> &main_locate_point, vector<SchemaCode> &codev, string& paper_id, string& student_code, int code_type)
	{
		std::string result;
		CvRect myRect = cvRect(main_locate_point[0].x + schema_param.paper_bar_offsetx1,
			main_locate_point[0].y + schema_param.paper_bar_offsety1,
			schema_param.paper_bar_width1,
			schema_param.paper_bar_height1);
		IplImage* mydst_gray_img = NULL;
		xuanzhuan(dst_gray_img, mydst_gray_img, myRect);

		if (m_pTemplate->open_save_debug_img)
		{
			string tempfile = g_appFilePathName + "\\image\\Debug\\GetQrCode.JPG";
			cv::imwrite(tempfile.c_str(), cvarrToMat(mydst_gray_img));
		}
		cv::Mat matDstGray = cvarrToMat(mydst_gray_img);
		int ret = 0;
		try{
			// ret = GetQR(matDstGray, result);
			char szRes[1024];
			ret = api_parse_barcode_qrcode(matDstGray, code_type, szRes, 1024);
			result = szRes;
		}
		catch (cv::Exception&e){
			const char* what = e.what();
			int n = 0;
			++n;
		}
		//CParseQRInfo test;
		//char result[512] = { 0 };
		//bool bRet = test.parseQRInfo(matDstGray, result, sizeof(result)/sizeof(char));
		//if (/*ret == identify::result::IDF_SUCCESS*/bRet){
		if (ret == identify::result::IDF_SUCCESS){
			SchemaCode qrcode1;
			qrcode1.centerx = (main_locate_point[0].x + schema_param.paper_bar_offsetx1) + schema_param.paper_bar_width1 / 2.0;
			qrcode1.centery = (main_locate_point[0].y + schema_param.paper_bar_offsety1) + schema_param.paper_bar_height1 / 2.0;
			qrcode1.width = schema_param.paper_bar_width1;
			qrcode1.height = schema_param.paper_bar_height1;
			qrcode1.index = obj_index++;
			qrcode1.nQrOrBar = 1;
			qrcode1.isXuanZhuan = false;
			student_code = result;
			qrcode1.strContent = result;
			codev.push_back(qrcode1);
		}
		if (mydst_gray_img != NULL)cvReleaseImage(&mydst_gray_img);
		return identify::result::IDF_SUCCESS;
	}
	void PageIdentify::CalcPos(const Pos&pos, const CvPoint& offset, double w_scale, double h_scale, int &center_x, int &center_y, int &w, int &h)
	{
		w = static_cast<int>(pos.w*w_scale);
		h = static_cast<int>(pos.h*h_scale);
		center_x = static_cast<int>(offset.x + pos.x*w_scale + pos.w*w_scale / 2);
		center_y = static_cast<int>(offset.y + pos.y*h_scale + pos.h*h_scale / 2);
	}
	void PageIdentify::SetPageDefault(SchemaPage& page)
	{
		page.codeCount = 0;
		page.cutAreaCount = 0;
		page.group_spacer = ';';
		page.groupCount = 0;
		page.stuItemCount = 0;
		page.stuGroupsCount = 0;
		page.hei_du_ling_min_du = 4;
		page.height = 0;
		page.index = 0;
		page.itemCount = 0;
		page.locateAreaCount = 0;
		page.locateCrossCount = 0;
		page.locatePointCount = 0;
		page.option_spacer = ',';
		page.question_score_count = 0;
		page.unselect_char = '*';
		page.user_float_heidu = 4;
		page.width = 0;
		page.worthwhileBlk = 4;
	}
	void PageIdentify::SetTemplate(OnLineCard::PaperTemplate*pT)
	{
		m_pTemplate = pT;
		int dingweidianH;
		int dingweidianW;
		if (m_pTemplate->pages[1].location.size() >= 5){
			int m = 0;
			dingweidianH = m_pTemplate->pages[1].location[m].pos.h;
			dingweidianW = m_pTemplate->pages[1].location[m].pos.w;
			std::vector<Location> vecLocation = m_pTemplate->pages[1].location;
			std::sort(vecLocation.begin(), vecLocation.end(), [=](Location l1, Location l2){ return l1.pos.x < l2.pos.x; });
			m_default_schema_param.main_locate_point_distance = vecLocation.at(vecLocation.size() - 1).pos.x - vecLocation.begin()->pos.x;
			m_default_schema_param.shijuanwidth = m_pTemplate->pages[1].w;
			for (int i = 0; i < 4; i++)
			{
				if (i < 2)
				{
					m_default_schema_param.minw[i] = dingweidianW*0.75;
					m_default_schema_param.maxw[i] = dingweidianW*1.25;
					m_default_schema_param.minh[i] = dingweidianH*0.75;
					m_default_schema_param.maxh[i] = dingweidianH*1.25;
				}
				else
				{
					m_default_schema_param.minw[i] = dingweidianH*0.75;
					m_default_schema_param.maxw[i] = dingweidianH*1.25;
					m_default_schema_param.minh[i] = dingweidianW*0.75;
					m_default_schema_param.maxh[i] = dingweidianW*1.25;
				}
			}
		}
	}
#ifdef _draw_debug
	void drawDebug(IplImage* dst_img, PageTemplate*page);
#endif 


	string PageIdentify::ReadQrCode(const IplImage* src)
	{
		string result = "";
		IplImage* dst_gray_img = cvCreateImage(cvGetSize(src), IPL_DEPTH_8U, 1);
		cvCvtColor(src, dst_gray_img, CV_BGR2GRAY);

		cv::Mat matDstGray = cvarrToMat(dst_gray_img);
		int ret = 0;
		try{
			// ret = GetQR(matDstGray, result);
			char szRes[1024] = { 0 };
			ret = api_parse_barcode_qrcode(matDstGray, 1, szRes, 1024);
			result = szRes;
		}
		catch (cv::Exception&e){
			const char* what = e.what();
			int n = 0;
			++n;
		}

		return result;
	}
	//构建试卷的识别区域
	int PageIdentify::createSchema(const IplImage* src, IplImage* *dst, SchemaPage* *pageSchema, const char * result_path, std::string jiaozheng, bool bUseQr)
	{
		////LOGI("createSchema 1");
		if (!m_pTemplate /*|| m_pTemplate->pages.size() < 2 */ || m_pTemplate->pages[1].location.size() < 5){
			return identify::result::IDF_FAILURE;
		}
		int wordloctlt = 0;
		int schoolCardStatus = m_pTemplate->schoolCardStatus;
		obj_index = 0;
		//#ifdef _draw_debug
		//		IplImage*src_debug = cvCloneImage(src);
		//#endif
		////LOGI("createSchema 1.3");
		CvRect roi_old = cvGetImageROI(src);
		IplImage * src0 = (IplImage *)src;
		int ret;
		int mode_type = 1115;
		vector<SchemaGroup> groupv;
		vector<SchemaItem> itemv;
		vector<SchemaQuestionScore> scorev;
		vector<SchemaCode> codev;
		vector<SchemaCutArea> cutareav;
		vector<SchemaLocatePoint> questionLocatePoints;
		vector<KEGUANTI_QUESTION_LOCATEPOINT_INDEX> keguanti_question_locatepoint_indexs;
		vector<SchemaGroup> stuGroupv;
		vector<SchemaItem> stuItemv;
		vector<KEGUANTI_QUESTION_LOCATEPOINT_INDEX> stuIndex;
		vector<KEGUANTI_QUESTION_LOCATEPOINT_INDEX> quekaoIndex;


		CvMemStorage* storage = cvCreateMemStorage(0);
		IplImage * src_gray_img;
		int question_count = 0;
		int itemcount = 0;

		cvResetImageROI((IplImage*)src0);

		src_gray_img = cvCreateImage(cvGetSize(src0), IPL_DEPTH_8U, 1);

#ifdef _DEBUG
		m_pTemplate->open_save_debug_img = true;
		cvSaveImage("d:\\image\\src0.png", src0);
		cvSaveImage("d:\\image\\src_gray_img.png", src_gray_img);
#endif
		cvCvtColor(src0, src_gray_img, CV_BGR2GRAY);

		schema_const_param schema_param;
		std::vector<CvRect> main_locate_point;
		CvPoint offset_pt;
		int dir;//上下左右
		//1.查找定位点
		// printf("线程：%s 第一次查找定位点\n", std::to_string(GetCurrentThreadId()).c_str());
		ret = MyFindDingWeiDian(src_gray_img, storage, schema_param, main_locate_point, dir);
		//ret = identify::result::IDF_FAILURE;
		if (ret != identify::result::IDF_SUCCESS){
			cv::Size sz;
			std::vector<cv::Rect> vec_locations_word; vec_locations_word.clear();
			if (!m_pTemplate->pages.empty()){
				PageTemplate&page = m_pTemplate->pages[1];
				sz = cv::Size(page.w, page.h);
				std::vector<Location>& lcs = page.location;
				for (std::size_t j = 0; j < lcs.size(); j++){
					cv::Rect rc_tmp;
					rc_tmp.x = lcs[j].pos.x;
					rc_tmp.y = lcs[j].pos.y;
					rc_tmp.width = lcs[j].pos.w;
					rc_tmp.height = lcs[j].pos.h;
					vec_locations_word.push_back(rc_tmp);
				}
			}
			std::vector<cv::Rect> vec_tops;			// 接受找到的上面三个定位点 下标访问
			std::vector<cv::Rect> vec_bottoms;		// 接受找到的下面的两个定位点 下标访问
			std::vector<int> vec_len;
			vec_tops.resize(100);
			vec_bottoms.resize(100);
			vec_len.push_back(-1);
			vec_len.push_back(-1);
#ifdef _DEBUG
			cv::imwrite("D:\\src_gray_img.png", cv::cvarrToMat(src_gray_img));
#endif 
			try
			{
				int nRet = api_location_anchor_points(cv::cvarrToMat(src_gray_img), vec_locations_word, sz, vec_tops, vec_bottoms, vec_len, dir, 3, 1);
				if (nRet == 0 && vec_len.size() == 2 && vec_len[0] == 3 && vec_len[1] == 2){
					main_locate_point.clear();
					//m_vecBottom.clear();
					for (std::size_t i = 0; i < vec_tops.size() && i < vec_len[0]; ++i){
						main_locate_point.push_back(vec_tops[i]);
					}
					/*for (std::size_t i = 0; i < vec_bottoms.size() && i < vec_len[1]; ++i){
						m_vecBottom.push_back(vec_bottoms[i]);
					}*/
				}
				else{
					cvReleaseMemStorage(&storage);
					cvReleaseImage(&src_gray_img);
					cvSetImageROI(src0, roi_old);
					return identify::result::IDF_TEMPLATE_NOTFOUND_ENOUGH_LOCATEPOINT;
				}
			}
			catch (...)
			{
				return identify::result::IDF_TEMPLATE_NOTFOUND_ENOUGH_LOCATEPOINT;
			}
			
		}


		IplImage * dst_img = NULL;
		//2.矫正图像
		ret = OnLineCardJZ(src0, dst_img, 1, dir, main_locate_point, wordloctlt);
		if (ret != identify::result::IDF_SUCCESS){
			cvReleaseMemStorage(&storage);
			cvReleaseImage(&src_gray_img);
			cvSetImageROI(src0, roi_old);
			if (dst_img)cvReleaseImage(&dst_img);
			return identify::result::IDF_TEMPLATE_NOTFOUND_ENOUGH_LOCATEPOINT;
		}
		IplImage* dst_gray_img = cvCreateImage(cvGetSize(dst_img), IPL_DEPTH_8U, 1);
		cvCvtColor(dst_img, dst_gray_img, CV_BGR2GRAY);
		int locate_point_count = main_locate_point.size();
		main_locate_point.clear();
		ret = MyFindDingWeiDian(dst_gray_img, storage, schema_param, main_locate_point, dir);
		std::sort(main_locate_point.begin(), main_locate_point.end(), sort_locate_point_by_x);
		if (ret != identify::result::IDF_SUCCESS || main_locate_point.size() != locate_point_count){
			cv::Size sz;
			std::vector<cv::Rect> vec_locations_word; vec_locations_word.clear();
			if (!m_pTemplate->pages.empty()){
				PageTemplate&page = m_pTemplate->pages[1];
				sz = cv::Size(page.w, page.h);
				std::vector<Location>& lcs = page.location;
				for (std::size_t j = 0; j < lcs.size(); j++){
					cv::Rect rc_tmp;
					rc_tmp.x = lcs[j].pos.x;
					rc_tmp.y = lcs[j].pos.y;
					rc_tmp.width = lcs[j].pos.w;
					rc_tmp.height = lcs[j].pos.h;
					vec_locations_word.push_back(rc_tmp);
				}
			}
			std::vector<cv::Rect> vec_tops;			// 接受找到的上面三个定位点 下标访问
			std::vector<cv::Rect> vec_bottoms;		// 接受找到的下面的两个定位点 下标访问
			std::vector<int> vec_len;
			vec_tops.resize(100);
			vec_bottoms.resize(100);
			vec_len.push_back(-1);
			vec_len.push_back(-1);
			try
			{
				int nRet = api_location_anchor_points(cv::cvarrToMat(dst_gray_img), vec_locations_word, sz, vec_tops, vec_bottoms, vec_len, dir, 3, 1);
				if (nRet == 0 && vec_len.size() == 2 && vec_len[0] == 3 && vec_len[1] == 2){
					main_locate_point.clear();
					m_vecBottom.clear();
					for (std::size_t i = 0; i < vec_tops.size() && i < vec_len[0]; ++i){
						main_locate_point.push_back(vec_tops[i]);
					}
					for (std::size_t i = 0; i < vec_bottoms.size() && i < vec_len[1]; ++i){
						m_vecBottom.push_back(vec_bottoms[i]);
					}
				}
				else{
					cvReleaseMemStorage(&storage);
					cvReleaseImage(&src_gray_img);
					cvReleaseImage(&dst_gray_img);
					cvSetImageROI(src0, roi_old);
					if (dst_img)cvReleaseImage(&dst_img);
					return identify::result::IDF_TEMPLATE_NOTFOUND_ENOUGH_LOCATEPOINT;
				}
			}
			catch (...)
			{
				return identify::result::IDF_TEMPLATE_NOTFOUND_ENOUGH_LOCATEPOINT;
			}
			
		}

		//3.确定模板和识别图片的比例关系
		double fffx = (main_locate_point[main_locate_point.size() - 1].x - main_locate_point[0].x)*(main_locate_point[main_locate_point.size() - 1].x - main_locate_point[0].x);
		double fffy = (main_locate_point[main_locate_point.size() - 1].y - main_locate_point[0].y)*(main_locate_point[main_locate_point.size() - 1].y - main_locate_point[0].y);
		double w_scale = (sqrt(fffx + fffy)) / m_default_schema_param.main_locate_point_distance;

		double Hfffx = (m_vecBottom[0].x - main_locate_point[0].x)*(m_vecBottom[0].x - main_locate_point[0].x);
		double Hfffy = (m_vecBottom[0].y - main_locate_point[0].y)*(m_vecBottom[0].y - main_locate_point[0].y);
		double h_scale = (sqrt(Hfffx + Hfffy)) / wordloctlt;
		{
			//保存
			SchemaLocatePoint leftp;
			leftp.centerx = main_locate_point[0].x + main_locate_point[0].width / 2.0;
			leftp.centery = main_locate_point[0].y + main_locate_point[0].height / 2.0;
			leftp.width = main_locate_point[0].width;
			leftp.height = main_locate_point[0].height;
			questionLocatePoints.push_back(leftp);
			SchemaLocatePoint rightp;
			rightp.centerx = main_locate_point[2].x + main_locate_point[2].width / 2.0;
			rightp.centery = main_locate_point[2].y + main_locate_point[2].height / 2.0;
			rightp.width = main_locate_point[2].width;
			rightp.height = main_locate_point[2].height;
			questionLocatePoints.push_back(rightp);

			leftp.centerx = m_vecBottom[0].x + m_vecBottom[0].width / 2.0;
			leftp.centery = m_vecBottom[0].y + m_vecBottom[0].height / 2.0;
			leftp.width = m_vecBottom[0].width;
			leftp.height = m_vecBottom[0].height;
			questionLocatePoints.push_back(leftp);

			rightp.centerx = m_vecBottom[1].x + m_vecBottom[1].width / 2.0;
			rightp.centery = m_vecBottom[1].y + m_vecBottom[1].height / 2.0;
			rightp.width = m_vecBottom[1].width;
			rightp.height = m_vecBottom[1].height;
			questionLocatePoints.push_back(rightp);
		}


		int page_index = 1;
		string paper_id = "";
		string student_code = "";

		offset_pt.x = main_locate_point[0].x;
		offset_pt.y = main_locate_point[0].y;
		bool front_page = false;
		//判断前后页
		if ((main_locate_point[1].x - main_locate_point[0].x) < (main_locate_point[2].x - main_locate_point[1].x)){//正面
			front_page = true;
		}
		else{
			front_page = false;
		}
		PageTemplate&page = m_pTemplate->pages[front_page ? 1 : 2];


		if (front_page)
		{
	
			{
				//  二维码
				double x = page.QrCode.x*w_scale - 20;
				double y = page.QrCode.y*h_scale - 20;
				schema_param.paper_bar_width1 = page.QrCode.w*w_scale + 40;
				if (schema_param.paper_bar_width1 + x >= dst_gray_img->width)
					schema_param.paper_bar_width1 = dst_gray_img->width - x - 2;
				schema_param.paper_bar_height1 = ( page.QrCode.h + 40 ) * h_scale;
				schema_param.paper_bar_offsetx1 = x;
				schema_param.paper_bar_offsety1 = y;

				std::size_t nOld = codev.size();
				string str;
				ret = GetQrCode(dst_gray_img, schema_param, main_locate_point, codev, str, paper_id, CODE_QR);

				// 二维码中含有学生信息 不需要识别条形码和填涂考号
				//if (!m_pTemplate->useQrCode)
				{
					//条形码
					schema_param.paper_bar_width1 = page.studentcode_bar.w*w_scale;
					schema_param.paper_bar_height1 = page.studentcode_bar.h*h_scale;
					schema_param.paper_bar_offsetx1 = page.studentcode_bar.x*w_scale;
					schema_param.paper_bar_offsety1 = page.studentcode_bar.y*h_scale;
					if (schema_param.paper_bar_width1 != 0 && schema_param.paper_bar_height1 != 0){
						auto oldSize = codev.size();
						ret = GetQrCode(dst_gray_img, schema_param, main_locate_point, codev, paper_id, student_code, CODE_BAR);
						if (ret != identify::result::IDF_SUCCESS){
							cvReleaseMemStorage(&storage);
							cvReleaseImage(&src_gray_img);
							cvReleaseImage(&dst_img);
							cvReleaseImage(&dst_gray_img);
							return identify::result::IDF_TEMPLATE_QRCODE_ILLEGAL;;
						}
						if (oldSize < codev.size()){
							codev[codev.size() - 1].strContent = paper_id + "_" + student_code + "_3_1_12_1_1_1";
						}
					}
					//填涂考号
					if (student_code.empty())
					{
						int q_item_count = 10;
						int itemcount = 0;
						int question_count = 0;
						int x, y, w, h;
						for (std::size_t j = 0; j < page.studentcode_fill.size(); j++)
						{
							SchemaGroup group;
							group.question_code = "";
							group.index = question_count++;
							group.question_index = question_count;
							group.itemCount = q_item_count;
							group.itemIndex.clear();
							group.omr_out_type = OMR_OUT_TYPE::OMR_OUT_TYPE_SINGLE_NONSTRICT;
							for (std::size_t m = 0; m < page.studentcode_fill[j].size(); m++)
							{
								group.itemIndex.push_back(itemcount + m);
								SchemaItem item;
								CalcPos(page.studentcode_fill[j][m].pos, offset_pt, w_scale, h_scale, item.centerx, item.centery, item.width, item.height);
								std::string&optName = page.studentcode_fill[j][m].optName;
								if (!optName.empty())
									item.OutChar = std::stoi(optName) + '0';
								item.keguanti_question_locate_point_index = stuIndex.size();
								stuItemv.push_back(item);
							}
							if (j == 0){
								x = stuItemv[0].centerx - stuItemv[0].width / 2 - 35;
								y = stuItemv[0].centery - stuItemv[0].height - stuItemv[0].height / 2 - 105;
							}
							else if (j == page.studentcode_fill.size() - 1){
								SchemaItem &item = stuItemv[stuItemv.size() - 1];
								int tx = item.centerx + item.width / 2 + 35;
								int ty = item.centery + item.height / 2 + 5;
								w = tx - x;
								h = ty - y;
							}

							itemcount += q_item_count;
							stuGroupv.push_back(group);
						}
						KEGUANTI_QUESTION_LOCATEPOINT_INDEX kqli;
						kqli[0] = 0;
						kqli[1] = 1;
						kqli[2] = 2;
						kqli[3] = 3;
						stuIndex.push_back(kqli);

					}
				}
			}
			// 缺考标记
			{
				schema_param.quekao_item_offset_x = main_locate_point[0].x + page.absent.x*w_scale;
				schema_param.quekao_item_offset_y = main_locate_point[0].y + page.absent.y*h_scale;
				schema_param.quekao_item_width = page.absent.w*w_scale;
				schema_param.quekao_item_height = page.absent.h*h_scale;
				KEGUANTI_QUESTION_LOCATEPOINT_INDEX QKIndex;
				QKIndex[0] = 0;
				QKIndex[1] = 1;
				QKIndex[2] = 2;
				QKIndex[3] = 3;
				quekaoIndex.push_back(QKIndex);
			}
		}

		for (std::size_t i = 0; i < page.vctQuestions.size(); ++i){
			question&qt = page.vctQuestions[i];
			if (qt.type == 0 || qt.type == 8 || qt.type == 5){//选
				SchemaGroup group;
				question_count++;
				group.question_code = qt.id;
			
				group.index = obj_index++;
				group.question_index = question_count;
				group.itemCount = qt.opt.size();
				group.itemIndex.clear();
				group.omr_out_type = ((qt.type == 0) ? OMR_OUT_TYPE::OMR_OUT_TYPE_SINGLE_NONSTRICT : ((qt.type == 8) ? OMR_OUT_TYPE::OMR_OUT_TYPE_MUTIL_STRICT : OMR_OUT_TYPE::OMR_OUT_TYPE_MUTIL_STRICT_EX));
				for (int q = 0; q < group.itemCount; q++)
				{
					SchemaItem item;
					group.itemIndex.push_back(itemcount + q);

					CalcPos(qt.opt[q].pos, offset_pt, w_scale, h_scale, item.centerx, item.centery, item.width, item.height);
					if (!qt.opt[q].optName.empty())
						item.OutChar = qt.opt[q].optName.at(0);
					item.keguanti_question_locate_point_index = keguanti_question_locatepoint_indexs.size();
					itemv.push_back(item);
				}
				itemcount += group.itemCount;
				groupv.push_back(group);
				KEGUANTI_QUESTION_LOCATEPOINT_INDEX kqli;
				kqli[0] = 0;
				kqli[1] = 1;
				kqli[2] = 2;
				kqli[3] = 3;
				keguanti_question_locatepoint_indexs.push_back(kqli);
			}
			else if (qt.type == 1 || qt.type == 2){
				//通过linkparm判断第一次还是第二次出现（第一次一定小于2）
				if (qt.cut.linkparm < (m_pTemplate->_version == "old" ? 2 : 1)){
					SchemaQuestionScore sqs;
					sqs.type = QUESTION_SCORE_TYPE::MUTIL_SCORE;
					InitScoreArea(sqs, qt.scoreBox, offset_pt, w_scale, h_scale);
					if (sqs.scoreBox.type == 1){ // 1-16
						sqs.count = sqs.scoreBox.limit + (m_pTemplate->_version == "old" ? 0 : 1); // 加入0 老版没有这
						if (sqs.scoreBox.bPoint)
							sqs.count++;
					}
					else if (sqs.scoreBox.type == 2){ // 29/49
						sqs.count = ((int)sqs.scoreBox.limit / 10) + 12;// 12 = 各位数字+ 十/个位标记 10+2
						if (sqs.scoreBox.bPoint)
							sqs.count++;
					}
					sqs.scoreBox.bXuanZuoTi = (qt.type == 2);
					sqs.index = obj_index++;
					/*if (!qt.id.empty())
						sqs.question_index = std::stoi(qt.id);*/
					sqs.question_code = qt.id;
					if (qt.type == 2){
						sqs.question_code_all = qt.all_id;
						sqs.question_code_temp = qt.all_id;
					}
					else
					{
						sqs.question_code_all = "";
						sqs.question_code_temp = "";
					}
					sqs.scoreBox.maxsorce = qt.scoreBox.maxsorce;
					sqs.valid_option_count = 0;
					sqs.questionLocatePointIndex[0] = 0;
					sqs.questionLocatePointIndex[1] = 1;
					CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, sqs.centerx, sqs.centery, sqs.width, sqs.height);
					if (qt.type == 2){
						sqs.questionLocatePointIndex[2] = 2;
						sqs.questionLocatePointIndex[3] = 3;
						for (int v = 0; v < qt.selTotal && qt.opt.size() == qt.selTotal; v++)
						{
							CalcPos(qt.opt[v].pos, offset_pt, w_scale, h_scale, sqs.item[v].centerx, sqs.item[v].centery, sqs.item[v].width, sqs.item[v].height);
						}
						sqs.countItemSelete = qt.selItem;
						sqs.countNum = qt.selTotal;
						SetTBLR(sqs);
					}

					if (qt.smallQtNo == -1 || qt.smallQtNo == 0)
					{
						SchemaCutArea cutarea;
						cutarea.index = obj_index++;
						cutarea.area_name = sqs.question_code;
						cutarea.isfirst = TRUE;
						cutarea.question_index = sqs.question_index;
						cutarea.iscut = 1;
						cutarea.marktype = qt.marktype;
						CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, cutarea.centerx, cutarea.centery, cutarea.width, cutarea.height);
						SetTBLR(sqs);
						scorev.push_back(sqs);
						cutareav.push_back(cutarea);
					}
					else
					{
						SchemaCutArea cutarea;
						CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, cutarea.centerx, cutarea.centery, cutarea.width, cutarea.height);
						cutarea.index = obj_index++;
						cutarea.isfirst = FALSE;
						cutarea.question_index = -1;
						cutarea.area_name = qt.id;
						cutarea.marktype = qt.marktype;
						SetTBLR(sqs);
						scorev.push_back(sqs);
						cutareav.push_back(cutarea);
					}

				}
				else{
					SchemaCutArea cutarea;
					CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, cutarea.centerx, cutarea.centery, cutarea.width, cutarea.height);
					cutarea.index = obj_index++;
					cutarea.isfirst = FALSE;
					cutarea.question_index = -1;
					cutarea.area_name = qt.id;
					cutarea.marktype = qt.marktype;
					cutareav.push_back(cutarea);
				}
			}
			else if (qt.type == 3){
				//填空(不会跨页，所以可以直接处理)
				SchemaQuestionScore sqs;
				sqs.scoreBox.maxsorce = qt.scoreBox.maxsorce;
				sqs.type = QUESTION_SCORE_TYPE::SINGLE_SCORE;
				InitScoreArea(sqs, qt.scoreBox, offset_pt, w_scale, h_scale);
				sqs.count = sqs.scoreBox.vctScore.size();
				if (sqs.count <= 0)
					sqs.count = 1;
				sqs.index = obj_index++;
				//if (!qt.id.empty())
					//sqs.question_index = std::stoi(qt.id);
				//sqs.scoreBox.maxsorce = qt.scoreBox.maxsorce;
				sqs.question_code = qt.id;
				sqs.question_code_all = "";
				sqs.question_code_temp = "";
				sqs.valid_option_count = 0;
				sqs.questionLocatePointIndex[0] = 0;
				sqs.questionLocatePointIndex[1] = 1;
				CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, sqs.centerx, sqs.centery, sqs.width, sqs.height);

				SchemaCutArea cutarea;
				cutarea.index = obj_index++;
				cutarea.area_name = sqs.question_code;
				if (qt.smallQtNo == -1)
				{
					cutarea.isfirst = TRUE;
					cutarea.iscut = 0;
				}
				else if (qt.smallQtNo == 0)
				{
					cutarea.isfirst = TRUE;
					cutarea.iscut = 2;
				}
				else
				{
					cutarea.isfirst = false;
					cutarea.iscut = 0;
				}

				cutarea.question_index = question_count;
				cutarea.marktype = qt.marktype;

				CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, cutarea.centerx, cutarea.centery, cutarea.width, cutarea.height);
				SetTBLR(sqs);
				scorev.push_back(sqs);
				cutareav.push_back(cutarea);
			}
			else if (qt.type == 4)
			{
				//题组概念
				//通过linkparm判断第一次还是第二次出现（第一次一定小于2）
				if (qt.cut.linkparm <  1){
					SchemaQuestionScore sqs;
					sqs.type = QUESTION_SCORE_TYPE::MUTIL_SCORE;
					InitScoreArea(sqs, qt.scoreBox, offset_pt, w_scale, h_scale);
					if (sqs.scoreBox.type == 1){ // 1-16
						sqs.count = sqs.scoreBox.limit + (m_pTemplate->_version == "old" ? 0 : 1); // 加入0 老版没有这
						if (sqs.scoreBox.bPoint)
							sqs.count++;
					}
					else if (sqs.scoreBox.type == 2){ // 29/49
						sqs.count = ((int)sqs.scoreBox.limit / 10) + 12;// 12 = 各位数字+ 十/个位标记 10+2
						if (sqs.scoreBox.bPoint)
							sqs.count++;
					}

					sqs.index = obj_index++;
					if (!qt.id.empty())
						sqs.question_index = std::stoi(qt.id);
					sqs.question_code = qt.id;
					bool flagcreateselect = false;
					sqs.question_code_temp = qt.all_id;
					//设置all_id
					{

						std::vector<std::string>      _vct_all_questions;
						split(qt.all_id, (std::string)",", &_vct_all_questions);
						int idfisrtindex = -1;
						for (int i = 0; i < _vct_all_questions.size(); i++)
						{
							if (_vct_all_questions[i] == qt.id)
							{
								idfisrtindex = i;
								flagcreateselect = (i == 0) ? true : false;
							}
						}

						sqs.question_code_all = qt.id;
						for (int i = idfisrtindex + _vct_all_questions.size() / qt.selTotal; i < _vct_all_questions.size(); i += _vct_all_questions.size() / qt.selTotal)
						{
							sqs.question_code_all += ",";
							sqs.question_code_all += _vct_all_questions[i];
						}
					}
					sqs.scoreBox.bXuanZuoTi = flagcreateselect;

					sqs.scoreBox.maxsorce = qt.scoreBox.maxsorce;
					sqs.valid_option_count = 0;
					sqs.questionLocatePointIndex[0] = 0;
					sqs.questionLocatePointIndex[1] = 1;
					CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, sqs.centerx, sqs.centery, sqs.width, sqs.height);
					sqs.countItemSelete = qt.selItem;
					sqs.countNum = qt.selTotal;
					if (flagcreateselect){
						sqs.questionLocatePointIndex[2] = 2;
						sqs.questionLocatePointIndex[3] = 3;
						for (int v = 0; v < qt.selTotal && qt.opt.size() == qt.selTotal; v++)
						{
							CalcPos(qt.opt[v].pos, offset_pt, w_scale, h_scale, sqs.item[v].centerx, sqs.item[v].centery, sqs.item[v].width, sqs.item[v].height);
						}
						SetTBLR(sqs);
					}

					if (qt.smallQtNo == -1 || qt.smallQtNo == 0)
					{
						SchemaCutArea cutarea;
						cutarea.index = obj_index++;
						cutarea.area_name = sqs.question_code;
						cutarea.isfirst = TRUE;
						cutarea.question_index = sqs.question_index;
						cutarea.iscut = 1;
						cutarea.marktype = qt.marktype;
						CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, cutarea.centerx, cutarea.centery, cutarea.width, cutarea.height);
						SetTBLR(sqs);
						scorev.push_back(sqs);
						cutareav.push_back(cutarea);
					}
					else
					{
						SchemaCutArea cutarea;
						CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, cutarea.centerx, cutarea.centery, cutarea.width, cutarea.height);
						cutarea.index = obj_index++;
						cutarea.isfirst = FALSE;
						cutarea.question_index = -1;
						cutarea.area_name = qt.id;
						cutarea.marktype = qt.marktype;
						SetTBLR(sqs);
						scorev.push_back(sqs);
						cutareav.push_back(cutarea);
					}

				}
				else{
					SchemaCutArea cutarea;
					CalcPos(qt.cut.pos, offset_pt, w_scale, h_scale, cutarea.centerx, cutarea.centery, cutarea.width, cutarea.height);
					cutarea.index = obj_index++;
					cutarea.isfirst = FALSE;
					cutarea.question_index = -1;
					cutarea.area_name = qt.id;
					cutarea.marktype = qt.marktype;
					cutareav.push_back(cutarea);
				}
			}
		}

		SchemaPage* schemapage = (SchemaPage*) new SchemaPage;
		SetPageDefault(*schemapage);
		schemapage->schoolCardStatus = m_pTemplate->schoolCardStatus;
		schemapage->isZaiXianDaTiKa = true;

		schemapage->index = front_page ? page_index : 2;
		strcpy(schemapage->paper_id, paper_id.c_str());
		strcpy(schemapage->student_code, student_code.c_str());
		schemapage->is_stu_id = false;
		schemapage->width = dst_img->width;
		schemapage->height = dst_img->height;
		schemapage->locatePointCount = main_locate_point.size();
		schemapage->questionLocatePoints = questionLocatePoints;
		schemapage->keguantiQuestionLocatePointIndexs = keguanti_question_locatepoint_indexs;
		schemapage->stuQuestionLocatePointIndex = stuIndex;

		schemapage->codeCount = codev.size();
		schemapage->groupCount = groupv.size();
		schemapage->itemCount = itemv.size();
		schemapage->stuGroupsCount = stuGroupv.size();
		schemapage->stuItemCount = stuItemv.size();
		schemapage->question_score_count = scorev.size();
		schemapage->cutAreaCount = cutareav.size();
		int offset = sizeof(SchemaPage);
		//确定上面三个定位点区域
		for (std::size_t i = 0; i < main_locate_point.size(); i++)
		{
			SchemaLocatePoint slp;
			slp.centerx = main_locate_point[i].x + main_locate_point[i].width / 2.;
			slp.centery = main_locate_point[i].y + main_locate_point[i].height / 2.;
			slp.width = main_locate_point[i].width;
			slp.height = main_locate_point[i].height;
			schemapage->locatePoints.push_back(slp);
		}
		schemapage->codes = codev;
		schemapage->groups = groupv;
		schemapage->items = itemv;
		schemapage->question_score = scorev;
		schemapage->cutAreas = cutareav;
		schemapage->mode_type = mode_type;
		schemapage->stuGroups = stuGroupv;
		schemapage->stuItems = stuItemv;
		schemapage->schoolCardStatus = schoolCardStatus;


		//{
		//	std::lock_guard<std::mutex> _lck(g_mtx_examid);
		//	schemapage->examid_by_qr_code = (g_examid_by_qr_code == 1);
		//}
		schemapage->is_front_page = front_page;
		schemapage->is_use_qr_code = m_pTemplate->useQrCode;

		//缺考标记相关参数
		schemapage->quekao.centerx = schema_param.quekao_item_offset_x + schema_param.quekao_item_width / 2;
		schemapage->quekao.centery = schema_param.quekao_item_offset_y + schema_param.quekao_item_height / 2;
		schemapage->quekao.width = schema_param.quekao_item_width;
		schemapage->quekao.height = schema_param.quekao_item_height;
		schemapage->quekaoLocatePointIndex = quekaoIndex;
		*pageSchema = schemapage;


//#ifdef _draw_debug
//		IplImage*src_debug = cvCloneImage(dst_img);
//		DrawSchema(src_debug, schemapage);
//
//		cvSaveImage(jiaozheng.c_str(), src_debug);
//		
//		cvReleaseImage(&src_debug);
//#endif


		cvReleaseMemStorage(&storage);
		cvReleaseImage(&src_gray_img);
		*dst = dst_img;
		////LOGI("createSchema 7");
		cvReleaseImage(&dst_gray_img);
		{
			cvSetImageROI(src0, roi_old);
			return identify::result::IDF_SUCCESS;
		}
		//printf("线程：%s 单页识别结束\n", std::to_string(GetCurrentThreadId()).c_str());
	}


	std::string getTimeStamp();



	//按照指定模板进行识别
	int PageIdentify::Identify_impl()
	{

		int ret = BaseCheck();
		if (ret != identify::result::IDF_SUCCESS)return ret;
		InitalizeTempVar();
		CvMemStorage* storage = cvCreateMemStorage(0);
		IplImage * dst = NULL;
		SchemaPage* pschemaPage = NULL;
		std::string path = g_appFilePathName + std::string("\\image\\") + getTimeStamp() + ".jpg";
		//LOGI("Identify_impl 1");
		//ret = createSchema(src, &dst, &pschemaPage, path.c_str(), true, m_strQrClass, m_bUseQr);
		//LOGI("Identify_impl 2");
		if (ret != identify::result::IDF_SUCCESS){
			if (dst != NULL)cvReleaseImage(&dst);
			cvReleaseMemStorage(&storage);
			return ret;
		}
		SchemaPage& schemaPage = *pschemaPage;
		omr_result->card_qrFlag = schemaPage.qrFlag;
		omr_result->is_same_exam_id = schemaPage.is_same_exam_id;
		omr_result->is_front_page = schemaPage.is_front_page;
		omr_result->is_use_qr_code = schemaPage.is_use_qr_code;
		omr_result->examid_by_qr_code = schemaPage.examid_by_qr_code;
		omr_result->strMagicClassId = schemaPage.paper_id;
		omr_result->strMagicStudentId = schemaPage.student_code;
		/************************读取学生学号*********************************************/
		ret = ReadStudentID(schemaPage, dst);
		if (ret != identify::result::IDF_SUCCESS) {
			if (dst != NULL)cvReleaseImage(&dst);
			cvReleaseMemStorage(&storage);
			if (pschemaPage != NULL)delete pschemaPage;
			return ret;
		}
		//LOGI("Identify_impl 3");
		/************************查找题目定位点,准备定位数据*********************************************/
		ret = FindQuestionLocatePoints(schemaPage, dst);
		if (ret != identify::result::IDF_SUCCESS) {
			if (dst != NULL)cvReleaseImage(&dst);
			cvReleaseMemStorage(&storage);
			if (pschemaPage != NULL)delete pschemaPage;
			return ret;
		}
		/************************客观题（）*********************************************/
		ret = ReadKeGuanTi(schemaPage, dst);
		if (ret != identify::result::IDF_SUCCESS) {
			if (dst != NULL)cvReleaseImage(&dst);
			cvReleaseMemStorage(&storage);
			if (pschemaPage != NULL)delete pschemaPage;
			return ret;
		}
		//LOGI("Identify_impl 4");
		/************************阅卷读取*************************************************/
		ret = ReadQuestionScore(schemaPage, dst, storage);
		if (ret != identify::result::IDF_SUCCESS) {
			if (dst != NULL)cvReleaseImage(&dst);
			cvReleaseMemStorage(&storage);
			if (pschemaPage != NULL)delete pschemaPage;
			return ret;
		}
		//LOGI("Identify_impl 6");
		/************************根据给定区域切割图片*********************************************/
		ret = ClipImg(schemaPage, dst);
		if (ret != identify::result::IDF_SUCCESS) {
			if (dst != NULL)cvReleaseImage(&dst);
			cvReleaseMemStorage(&storage);
			if (pschemaPage != NULL)delete pschemaPage;
			return ret;
		}
		//LOGI("Identify_impl 7");
		/************************读取缺考标记*********************************************/
		omr_result->quekaoFlag = ReadQuekaoFlag(schemaPage, dst);

		omr_result->card_index = schemaPage.index;
		/*
		if (1){
		DrawSchema(dst, pschemaPage);
		cvSaveImage(path.c_str(), dst);
		}
		*/
		if (dst != NULL)cvReleaseImage(&dst);
		cvReleaseMemStorage(&storage);
		if (pschemaPage != NULL)delete pschemaPage;
		return identify::result::IDF_SUCCESS;
	}
	//获取全局背景灰度，通过统计所有涂点周围像素(灰度不小于160)的灰度平均值获得
	int PageIdentify::caculate_global_background(SchemaPage& schemaPage, IplImage * dst, bool flag)
	{
		int global_background_color_count = 0;
		int global_background_color_avg = 0;
		int totalCount = 0;
		if (!flag)
		{
			totalCount = schemaPage.itemCount;
		}
		else
		{
			totalCount = schemaPage.stuItemCount;
		}
		for (int i = 0; i<totalCount; i++)
		{
			SchemaItem & item = m_items[i];
			RESULT_RECT result_rect;
			GetRect(item.centerx, item.centery, item.width, item.height, result_rect);
			int left = int(result_rect.x);
			int top = int(result_rect.y);
			int right = int(result_rect.x + result_rect.width);
			int bottom = int(result_rect.y + result_rect.height);
			int vtop = (int)(result_rect.y - (result_rect.width + 2) / 4);
			int vbottom = (int)(result_rect.y + result_rect.height + (result_rect.height + 2) / 4);
			int background_color_count = 0, background_color_avg = 0;
			int gray;

			int(*GetGray)(const IplImage * dst, int x, int y);
			if (dst->nChannels == 1)GetGray = GetGrayValue;
			else GetGray = GetBGRGray;
			for (int x = left; x <= right; x++)
			{
				gray = GetGray(dst, x, vtop);
				if (gray>160){ background_color_avg += gray; background_color_count++; }
				gray = GetGray(dst, x, vbottom);
				if (gray>160){ background_color_avg += gray; background_color_count++; }
			}
			background_color_avg = background_color_count>0 ? background_color_avg / background_color_count : 0;
			if (background_color_avg>100){
				global_background_color_avg += background_color_avg;
				global_background_color_count++;
			}
		}
		global_background_color_avg = global_background_color_count>0 ? global_background_color_avg / global_background_color_count : 0;
		return global_background_color_avg;
	}

	//计算涂点属性
	inline int PageIdentify::caculate_cell_property(SchemaPage& schemaPage, SchemaItem &item, IplImage * dst, int &cellSize, double &refArea, double &avg_gray, int &grayNum, double &mo_hu_du, double &gao_heidu,/*字符区域大小*/int &char_area_size,/*字符区域黑色点数(统计选项的字符区域的灰度判定为黑色的点数，用于统计试卷该选项全局的平均字符黑点数)*/int& char_area_black_count,/*字符区域黑色点的平均灰度*/double& char_area_avg_gray, int flag)
	{
		int gray;//临时变量，灰度值

		//int tembackcolor=max((anlyseResult.globalBackGround+200)/2,200);

		int tembackcolor = (flag == 0) ? max(anlyseResult.backGroundGray - 20, 200) : max(anlyseResult.backGroundGray - 20, 0);

		//获取灰度的函数指针
		int(*ggray)(const IplImage * dst, int x, int y);
		if (dst->nChannels == 1)ggray = GetGrayValue;
		else ggray = GetBGRGray;



		int left = int(item.centerx - item.width / 2. + 0.5);
		int top = int(item.centery - item.height / 2. + 0.5);
		int right = int(item.centerx + item.width / 2. + 0.5);
		int bottom = int(item.centery + item.height / 2. + 0.5);
		int vtop = (int)(item.centery - item.height*0.75 + 0.5);
		/*******************统计字符区域属性************************************/
		int cl = left + ((right - left + 1) + 2) / 4;
		int cr = left + ((right - left + 1) * 3 + 2) / 4;
		int ct = top;
		int cb = bottom;
		// 		auto rcRoi = cvRect(cl, ct, cr - cl, cb - ct);
		// 		//auto rcRoi = cvRect(left, top, right - left, bottom - top);
		// 		cvSetImageROI(dst, rcRoi);
		// 		cvSaveImage("d:\\test_roi.png", dst);
		//初始化字符区域参数
		char_area_avg_gray = 0;
		char_area_black_count = 0;
		char_area_size = 0;
		for (int y = ct; y <= cb; y++)
		{
			for (int x = cl; x <= cr; x++)
			{
				gray = ggray(dst, x, y);
				char_area_size++;
				if (gray<tembackcolor){
					char_area_avg_gray += gray;
					char_area_black_count++;
				}
			}
		}
		if (char_area_black_count>0)char_area_avg_gray /= char_area_black_count;


		//灰度直方图
		int gray256[260];
		cellSize = 0;
		memset(gray256, 0, sizeof(gray256));
		double yRatio, xRatio, maxRatio;
		double dist;
		if (item.width >= item.height){
			xRatio = 1.0;
			yRatio = (item.width / (double)item.height)*(1 - 0.3);
			if (yRatio<1)yRatio = 1;
		}
		else{

			yRatio = 1.0;
			xRatio = (item.height / (double)item.width)*(1 - 0.3);
			if (xRatio<1)xRatio = 1;
		}
		double yd = item.centery;
		double xd = item.centerx;
		//理想点数
		int li_xiang_dian_shu = item.width*item.height;
		double dx;
		double dy;
		maxRatio = sqrt(xRatio*xRatio + yRatio*yRatio);
		xRatio = xRatio / (item.width / 2.0);
		yRatio = yRatio / (item.height / 2.0);
		xRatio = xRatio / maxRatio;
		yRatio = yRatio / maxRatio;
		refArea = 0;
		double distSum = 0;
		avg_gray = 0;
		grayNum = 0;
		for (int y = top; y <= bottom; y++)
		{
			for (int x = left; x <= right; x++)
			{
				gray = ggray(dst, x, y);
				gray256[gray]++;
				cellSize++;
				if (gray<tembackcolor){
					avg_gray += gray;
					grayNum++;
				}
				dx = (x - xd)*xRatio;
				dy = (y - yd)*xRatio;
				dist = sqrt(dx*dx + dy*dy);
				gray = max(0, 255 - gray - 32);
				refArea += gray*(1 - dist);
				distSum += (1 - dist);
			}
		}
		avg_gray = grayNum>0 ? avg_gray / grayNum : 256;
		refArea /= 16;
		refArea /= distSum;
		//灰度上限
		int grayUp = 256 - schemaPage.hei_du_ling_min_du * 16;
		mo_hu_du = 0;
		//合格黑点数
		int he_ge_hei_dian_shu = 0;
		for (int i = 0; i<grayUp; i++)
		{
			if (gray256[i]>0){
				he_ge_hei_dian_shu += gray256[i];
				mo_hu_du += (i*gray256[i]);
			}
		}
		mo_hu_du = he_ge_hei_dian_shu>0 ? mo_hu_du / he_ge_hei_dian_shu : 0;
		double ping_jun_hei_du = he_ge_hei_dian_shu>0 ? mo_hu_du / he_ge_hei_dian_shu : 0;

		int i, endpos, flag = 0;
		int hui_du_he = 0;
		int hei_dian_shu = 0;
		for (i = 0, endpos = grayUp; i<endpos; i++)
		{
			if (gray256[i]>0){
				if (flag == 0){
					flag = 1;
					endpos = min(grayUp, i + 40);
				}
				hui_du_he += (i*gray256[i]);
				hei_dian_shu += gray256[i];
			}
			if (hei_dian_shu>li_xiang_dian_shu*0.1 || hei_dian_shu >= he_ge_hei_dian_shu*0.3 + 1){
				endpos = i;
				i++;
				break;
			}
		}
		for (; i<grayUp&&hei_dian_shu<dianshu_meihaomi*dianshu_meihaomi / 4 + 1 && hei_dian_shu<hei_dian_shu >= he_ge_hei_dian_shu*0.3 + 1; i++)
		{
			hui_du_he += (i*gray256[i]);
			hei_dian_shu += gray256[i];
		}
		endpos = i;
		gao_heidu = hei_dian_shu>0 ? (255 - hui_du_he / hei_dian_shu) / 16 : 0;
		refArea /= max(1.0, gao_heidu - 2);
		/************确定清晰度**************************/
		int pnt_high = 0, pnt_low = 0, pnt_mid = 0;
		int pos1, pos2, pos3;
		double minRatio = 0.3; maxRatio = 0.8;
		pos1 = 255 - (int)(gao_heidu*maxRatio * 16);
		for (i = 0; i <= pos1; i++)
		{
			pnt_high += gray256[i];
		}
		for (i = pos1 + 1; i<grayUp&&pnt_high<dianshu_meihaomi*dianshu_meihaomi / 4 + 1; i++)
		{
			pnt_high += gray256[i];
		}
		pos1 = i;
		pos2 = hei_dian_shu*minRatio >= 3 ? 255 - (int)(gao_heidu*minRatio * 16) : 255 - 48;
		pos3 = min(pos2, pos1 + 16);
		for (i = pos1 + 1; i <= pos3; i++)
		{
			pnt_mid += gray256[i];
		}
		for (i = pos3 + 1; i <= pos2; i++)
		{
			pnt_low += gray256[i];
		}
		if (pnt_high == 0){ return identify::result::IDF_DIVIDE_ZERO; }

		mo_hu_du = ((pnt_low + pnt_mid) / (double)pnt_high + pnt_low / (double)(pnt_high + pnt_mid)) / 2.0;
		mo_hu_du = min(mo_hu_du, gao_heidu - ping_jun_hei_du);
		mo_hu_du = min(min(gao_heidu, mo_hu_du), 5.0);
		return identify::result::IDF_SUCCESS;
	}
	//分析全局属性
	int PageIdentify::analyseOmrPanoramic(SchemaPage& schemaPage)
	{
		int  i;
		int  lev;
		int count;  // 所有涂点个数
		int  numAblePnt;  // 参与分析的点的个数
		double maxblk[16];
		int  numBlk[16];
		double maxBlur[16];
		int  numBlur[16];
		double stdBlur;

		memset(numBlk, 0, sizeof(int) * 16);
		memset(maxblk, 0, sizeof(double) * 16);
		memset(maxBlur, 0, sizeof(double) * 16);
		memset(numBlur, 0, sizeof(int) * 16);

		count = schemaPage.itemCount;
		numAblePnt = 0;
		double& m_avaMaxBlk = anlyseResult.avgMax_heidu;
		double& m_benchmarkBlk = anlyseResult.benchmarkBlk;
		double& m_benchmarkArea = anlyseResult.benchmarkAreaBlk;
		m_avaMaxBlk = 0;
		for (i = 0; i<count; i++)
		{
			OnlineAnalyseResult::itemResult& itemr = anlyseResult.itemAnalyseResult[i];
			if (itemr.heidu  < m_benchmarkBlk || itemr.xiangdui_value  < m_benchmarkArea)
				continue;
			if (itemr.heidu< 4.0) continue;
			m_avaMaxBlk += itemr.heidu;
			numAblePnt++;
			lev = int(itemr.heidu);
			maxblk[lev] += itemr.heidu;
			numBlk[lev] ++;
			lev = int(itemr.mohudu);
			maxBlur[lev] += itemr.mohudu;
			numBlur[lev] ++;
			//pPnt++;
		}
		if (numAblePnt > 0)
			m_avaMaxBlk /= numAblePnt;
		else
			m_avaMaxBlk = 12;

		int stdId = 2;
		int numStd = numBlk[0] + numBlk[1] + numBlk[2];
		int numCur = numStd;

		for (i = 3; i<16; i++)
		{
			numCur += (numBlk[i] - numBlk[i - 3]);
			if (numCur > numStd)
			{
				numStd = numCur;
				stdId = i;
			}
		}

		double stdBlk = maxblk[stdId - 2] + maxblk[stdId - 1] + maxblk[stdId];
		if (numStd > 0)
			stdBlk /= numStd;
		else
			stdBlk = 12;

		// 计算模糊度代表值
		stdId = 2;
		numStd = numBlur[0] + numBlur[1] + numBlur[2];
		numCur = numStd;

		for (i = 3; i<16; i++)
		{
			numCur += (numBlur[i] - numBlur[i - 3]);
			if (numCur > numStd)
			{
				numStd = numCur;
				stdId = i;
			}
		}

		stdBlur = maxBlur[stdId - 2] + maxBlur[stdId - 1] + maxBlur[stdId];
		if (numStd > 0)
			stdBlur /= numStd;
		else
			stdBlur = 0;

		if (stdBlur < 2.0)
			stdBlk -= stdBlur;
		else
			stdBlk -= 2.0;

		if (stdBlk < m_avaMaxBlk)
			m_avaMaxBlk = stdBlk;
		//统计字符区域的黑色点数的平均值
		if (schemaPage.groupCount>0){
			int max_item = 1;
			for (int gi = 0; gi<schemaPage.groupCount; gi++)
			{
				if (schemaPage.groups[gi].itemCount>max_item) max_item = schemaPage.groups[gi].itemCount;
			}
			int * char_area_black_counts = new int[schemaPage.groupCount];
			int cur_item_count;//当前选项的数量
			for (int ii = 0; ii<max_item; ii++)
			{
				cur_item_count = 0;
				long total_char_area_size = 0;
				for (int gi = 0; gi<schemaPage.groupCount; gi++)
				{
					if (schemaPage.groups[gi].itemCount>ii){
						OnlineAnalyseResult::itemResult& ir = anlyseResult.itemAnalyseResult[schemaPage.groups[gi].itemIndex[ii]];
						char_area_black_counts[cur_item_count] = ir.char_area_black_count;
						total_char_area_size += ir.char_area_size;
						cur_item_count++;
					}
				}
				double char_area_size_avg = total_char_area_size / (double)cur_item_count;
				int temp;
				for (int m = 0; m<cur_item_count; m++)
				{
					for (int n = m + 1; n<cur_item_count; n++)
					{
						if (char_area_black_counts[n]<char_area_black_counts[m]){
							temp = char_area_black_counts[n];
							char_area_black_counts[n] = char_area_black_counts[m];
							char_area_black_counts[m] = temp;
						}
					}
				}
				anlyseResult.char_area_black_avg[ii] = -1;
				if (char_area_black_counts[0] * 1.4<char_area_black_counts[cur_item_count - 1] || char_area_black_counts[cur_item_count - 1] * 1.4<char_area_size_avg){
					double t = char_area_black_counts[0] * 1.15;
					double f = 0;
					int count__ = 0;
					for (int l = 0; l<cur_item_count; l++)
					{
						if (t<char_area_black_counts[l]){
							f += char_area_black_counts[l];
							count__++;
						}
					}
					anlyseResult.char_area_black_avg[ii] = f / count__;
				}
			}
			delete[]char_area_black_counts;
		}
		return(0);
	}
	/************************************************************************/
	/* 生成OMR涂点字符串（客观题填涂判断）     2014年11月28日10:54:19                                                                 */
	/************************************************************************/
	int PageIdentify::GenerateOmrStr(SchemaPage& schemaPage)
	{
		char omr_str[512] = { 0 };
		int omr_str_len = 0;
		omr_result->group_result.resize(schemaPage.groups.size());
		identify::result::KEGUANTI_RESULT* ketuanti_result_value = omr_result->group_result.data();
		//标记是否被选中
		SelectType  sel[MAX_ITEM];
		for (int groupIndex = 0; groupIndex<schemaPage.groupCount; groupIndex++)
		{
			omr_str_len = 0;
			memset(sel, UNSELECT, sizeof(sel));
			SchemaGroup& group = schemaPage.groups[groupIndex];
			int pn = min(MAX_ITEM, group.itemCount);
			OnlineAnalyseResult::itemResult* results[MAX_ITEM];
			SchemaItem* items[MAX_ITEM] = { nullptr };
			int maxgraynum = -1;
			int mingraynum = 0xffffff;
			for (int i = 0; i<pn; i++){
				results[i] = &anlyseResult.itemAnalyseResult[group.itemIndex[i]];
				items[i] = &m_items[group.itemIndex[i]];
				if (results[i]->gray_num > maxgraynum)maxgraynum = results[i]->gray_num;
				if (results[i]->gray_num < mingraynum)mingraynum = results[i]->gray_num;
			}
			int selected_num = 0;
			int unselect_num = 0;
			int uncertain_num = 0;
			for (int i = 0; i<pn; i++)
			{
				//被涂面积小于10%
				if (results[i]->gray_num<results[i]->cell_size*0.1){
					sel[i] = UNSELECT;
					unselect_num++;
					continue;
				}
				//面积超过65%
				if (results[i]->gray_num>results[i]->cell_size*0.65){
					sel[i] = SELECTED;
					selected_num++;
					continue;
				}
				//填涂面积相差达%15，将面积不小于最大点填涂面积的总面积%10的涂点视为填涂
				if (maxgraynum - mingraynum>results[i]->cell_size*0.2&&results[i]->gray_num>maxgraynum - results[i]->cell_size*0.1){
					sel[i] = SELECTED;
					selected_num++;
					continue;
				}
				//填涂面积相差达%50，将面积不小于最大点填涂面积的总面积%30的涂点视为填涂
				if (maxgraynum - mingraynum>results[i]->cell_size*0.5&&results[i]->gray_num>maxgraynum - results[i]->cell_size*0.3){
					sel[i] = SELECTED;
					selected_num++;
					continue;
				}
				if (maxgraynum - results[i]->gray_num>results[i]->cell_size*0.2){
					sel[i] = UNSELECT;
					unselect_num++;
					continue;
				}
				sel[i] = UNCERTAIN;
				uncertain_num++;
			}
			int out_count;
			identify::result::OMR_QUESTION_STATE question_state = identify::result::OMR_QUESTION_STATE::OMR_QUESTION_STATE_NORMAL;
			if (group.omr_out_type == OMR_OUT_TYPE::OMR_OUT_TYPE_SINGLE_NONSTRICT){

				if (selected_num>1){
					int maxgrayindex = -1;
					int maxgraynum = -101;
					for (int i = 0; i<pn; i++)
					{
						if (sel[i] == SELECTED)
						{
							if ((results[i]->gray_num - maxgraynum>100) || (abs(results[i]->gray_num - maxgraynum) <= 100 && results[i]->heidu > results[maxgrayindex]->heidu))
							{
								maxgraynum = results[i]->gray_num;
								maxgrayindex = i;
							}
						}
					}
					for (int i = 0; i<pn; i++)
					{
						if (sel[i] == SELECTED&&i != maxgrayindex){
							sel[i] = UNSELECT;
						}
					}
				}
				out_count = 0;
				for (int i = 0; i<pn; i++){
					if (sel[i] == SELECTED){
						if (out_count>0)omr_str[omr_str_len++] = schemaPage.option_spacer;
						omr_str[omr_str_len++] = items[i]->OutChar;
						out_count++;
					}
				}
				if (out_count == 0){
					omr_str[omr_str_len++] = schemaPage.unselect_char;
					question_state = identify::result::OMR_QUESTION_STATE::OMR_QUESTION_STATE_LOUTU;
				}
			}
			else if (group.omr_out_type == OMR_OUT_TYPE::OMR_OUT_TYPE_MUTIL_STRICT ||
				group.omr_out_type == OMR_OUT_TYPE::OMR_OUT_TYPE_MUTIL_STRICT_EX)
			{
				out_count = 0;
				for (int i = 0; i < pn; i++)
				{
					if (sel[i] == SELECTED){
						if (out_count > 0)omr_str[omr_str_len++] = schemaPage.option_spacer;
						omr_str[omr_str_len++] = items[i]->OutChar;
						out_count++;
					}
				}
				if (out_count == 0){
					omr_str[omr_str_len++] = schemaPage.unselect_char;
					question_state = identify::result::OMR_QUESTION_STATE::OMR_QUESTION_STATE_LOUTU;
				}
			}
			omr_str[omr_str_len] = '\0';
			ketuanti_result_value[groupIndex].question_code = group.question_code;
			ketuanti_result_value[groupIndex].obj_id = static_cast<unsigned int>(group.question_index);
			ketuanti_result_value[groupIndex].answer = omr_str;
			ketuanti_result_value[groupIndex].question_state = identify::result::OMR_QUESTION_STATE::OMR_QUESTION_STATE_NORMAL;
			ketuanti_result_value[groupIndex].omr_question_type = (group.omr_out_type == OMR_OUT_TYPE::OMR_OUT_TYPE_SINGLE_NONSTRICT ?
				identify::DANXUANTI : (group.omr_out_type == OMR_OUT_TYPE::OMR_OUT_TYPE_MUTIL_STRICT_EX ? identify::DUOXUANTIEX : identify::DUOXUANTI));
		}
		return 0;
	}

	// //识别指定图像
	int PageIdentify::Identify(const IplImage* img, void* out_result, int out_size)
	{
		if (out_result){
			this->out_result = out_result;
			this->omr_result = (identify::result::OMR_RESULT*)this->out_result;
			// printf("线程：%s 缓冲区:缺考标记:%d %p\n", std::to_string(GetCurrentThreadId()).c_str(), omr_result->quekaoFlag, this->out_result);
			src = (IplImage*)img;
			if (src == NULL)
				return identify::result::IDF_FAILURE;
		}
		else{
			return identify::result::IDF_FAILURE;
		}
		return Identify();
	}
	/************************************************************************/
	/* 获取区域黑色点数量                                                   */
	/************************************************************************/
	int PageIdentify::GetBlackArea(const IplImage * dst)
	{
		int blackArea = 0;
		CvRect rect = cvGetImageROI(dst);
		int(*GetGray)(const IplImage * dst, int x, int y);
		if (dst->nChannels == 1)GetGray = GetGrayValue;
		else GetGray = GetBGRGray;
		for (int y = rect.y, endy = rect.y + rect.height; y<endy; y++)
		{
			for (int x = rect.x, endx = rect.x + rect.width; x<endx; x++)
			{
				if (GetGray(dst, x, y)<180)blackArea++;
			}
		}
		return blackArea;
	}

	/************************************************************************/
	/*
	图像基本信息检查

	最小宽高限制
	长宽比例限制                                                            */
	/************************************************************************/
	int PageIdentify::BaseCheck()
	{
		if (src->width<200 || src->height<200){
			return identify::result::IDF_SIZE2SMALL;
		}
		if (abs(max(src->width, src->height) / (double)min(src->width, src->height) - max(21.0, 27.9) / (double)min(21.0, 27.9))>0.2){
			//图像长宽比不符
			return identify::result::IDF_SIDERATIO;
		}
		return identify::result::IDF_SUCCESS;
	}
	/*
	临时变量初始化
	*/
	void PageIdentify::InitalizeTempVar()
	{
		m_relationKey.clear();
		m_relationValue.clear();
	}

	// 读取学生学号
	int PageIdentify::ReadStudentID(SchemaPage &schemaPage, IplImage * dst)
	{
		omr_result->qr_result.clear();
		identify::result::CODE_RESULT code_rst; code_rst.qr_str = "";
		code_rst.is_stu_id = false;
		if (strlen(schemaPage.student_code)>0){
			code_rst.qr_str = schemaPage.student_code;
			code_rst.is_stu_id = schemaPage.is_stu_id;
		}
		else{
			m_items = schemaPage.stuItems;
			if (m_nBxuanxiang == 1 && schemaPage.stuGroupsCount > 0){
				try{
					IdentifyArea *ptr_area = new IdentifyArea(schemaPage.stuGroupsCount);
					ptr_area->btiantu = true;
					ptr_area->type = GROUP_TYPE_IDENTIFY::TIANTUKAOHAO;
					for (int groupIndex = 0; groupIndex < schemaPage.stuGroupsCount; groupIndex++)
					{
						SchemaGroup& group = schemaPage.stuGroups[groupIndex];
						IdentifyGroup*ptr_group = ptr_area->get_group_by_index(groupIndex);
						if (ptr_group){
							ptr_group->init(group.itemCount, group.question_code.c_str(), false);
							for (int itemindex = 0; itemindex < group.itemCount; itemindex++){
								IdentifyItem*ptr_item = ptr_group->get_item_by_index(itemindex);
								if (ptr_item){
									SchemaItem*ptr_sc_item = &m_items[group.itemIndex[itemindex]];
									auto rc = GetCVRect(*ptr_sc_item);
									ptr_item->x = rc.x;
									ptr_item->y = rc.y;
									ptr_item->w = rc.width;
									ptr_item->h = rc.height;
									ptr_item->name[0] = ptr_sc_item->OutChar;
								}
							}
						}
					}
					IplImage*dst_gray_img = cvCreateImage(cvGetSize(dst), IPL_DEPTH_8U, 1);
					cvCvtColor(dst, dst_gray_img, CV_BGR2GRAY);
					//cvSaveImage("D:\\src_src.png", dst_gray_img);
					int bret = api_ttpd_analysis_part(cv::cvarrToMat(dst_gray_img), ptr_area);
					code_rst.qr_str = std::string();
					for (int i = 0; i < ptr_area->group_count; ++i){
						code_rst.qr_str += get_str_by_identify_group(0, ptr_area->get_group_by_index(i), schemaPage.option_spacer);
					}
					delete ptr_area; ptr_area = nullptr;
					cvReleaseImage(&dst_gray_img); dst_gray_img = nullptr;
				}
				catch (...){
				}
			}
			else{
				// 计算每个填图区域图像信息
				int global_background_color_avg = caculate_global_background(schemaPage, dst, true);
				//模糊度，面积，高黑度，平均黑度
				double mo_hu_du, refArea, gao_heidu, avg_gray;
				//黑色像素数，涂点大小
				int grayNum, cellSize;
				//高黑度和
				double topGraySum = 0;
				//高黑度面积
				double topGrayAreaSum = 0;
				anlyseResult.backGroundGray = global_background_color_avg;
				anlyseResult.cellAvgGray = 0;
				anlyseResult.cellNum = 0;
				int numTopGray = 0;

				int ret;
				item_result.resize(schemaPage.stuItemCount);
				for (int i = 0; i < schemaPage.stuItemCount; i++)
				{
					SchemaItem & item = m_items[i];
					item_result[i] = GetCVRect(item);
					ret = caculate_cell_property(schemaPage, item, dst, cellSize, refArea, avg_gray, grayNum, mo_hu_du, gao_heidu, anlyseResult.itemAnalyseResult[i].char_area_size, anlyseResult.itemAnalyseResult[i].char_area_black_count, anlyseResult.itemAnalyseResult[i].char_area_avg_gray);
					if (ret != identify::result::IDF_SUCCESS)return ret;
					topGraySum += gao_heidu;
					topGrayAreaSum += refArea;
					numTopGray++;
					anlyseResult.cellAvgGray += avg_gray;
					anlyseResult.cellNum++;
					anlyseResult.itemAnalyseResult[i].avg_gray = avg_gray;
					anlyseResult.itemAnalyseResult[i].cell_size = cellSize;
					anlyseResult.itemAnalyseResult[i].gray_num = grayNum;
					anlyseResult.itemAnalyseResult[i].heidu = gao_heidu;
					anlyseResult.itemAnalyseResult[i].mohudu = mo_hu_du;
					anlyseResult.itemAnalyseResult[i].xiangdui_mianji = refArea;
					anlyseResult.itemAnalyseResult[i].xiangdui_value = refArea;
				}
				anlyseResult.cellAvgGray = anlyseResult.cellNum > 0 ? anlyseResult.cellAvgGray / anlyseResult.cellNum : 256;
				anlyseResult.avg_heidu = topGrayAreaSum > 0 ? topGraySum / topGrayAreaSum : 6;
				if (numTopGray >= int(schemaPage.itemCount / 5)){
					anlyseResult.float_heidu = anlyseResult.avg_heidu / schemaPage.user_float_heidu;
					anlyseResult.benchmarkBlk = schemaPage.worthwhileBlk + anlyseResult.float_heidu;
				}
				else{
					anlyseResult.benchmarkBlk = numTopGray > 0 ? min(6.0, schemaPage.worthwhileBlk + anlyseResult.avg_heidu / schemaPage.user_float_heidu) : 6;
					anlyseResult.float_heidu = anlyseResult.benchmarkBlk - schemaPage.worthwhileBlk;
				}
				if (numTopGray > 0){
					anlyseResult.avg_heidu = topGrayAreaSum / numTopGray;
					anlyseResult.float_heidu = anlyseResult.avg_heidu / schemaPage.user_float_heidu;
					anlyseResult.benchmarkAreaBlk = anlyseResult.float_heidu;
				}
				else{
					anlyseResult.avg_heidu = 0;
					anlyseResult.float_heidu = 0;
					anlyseResult.benchmarkAreaBlk = 0.1;
				}

				// 获取
				std::string strStudent;
				if (GenerateOmrStr(schemaPage, strStudent) == 0){
					code_rst.qr_str = strStudent;
				}
			}
		}
		if (!code_rst.qr_str.empty())
			omr_result->qr_result.push_back(code_rst);
		omr_result->online_card_paperid = schemaPage.paper_id;
		omr_result->schoolCardStatus = schemaPage.schoolCardStatus;
		if (m_bUseQr)
		{
			std::vector<std::string> split_qr;
			split(m_strQrClass, (std::string)",", &split_qr);
			if (split_qr.size()>1 && !split_qr[1].empty()){
				omr_result->paper_id = std::stoi(split_qr[1]);
			}
		}
		else{
			omr_result->paper_id = -1;
		}
		return identify::result::IDF_SUCCESS;
	}

	//读取客观题分数
	int PageIdentify::ReadKeGuanTi(SchemaPage &schemaPage, IplImage * dst)
	{
		m_items = schemaPage.items;
		if (m_nBxuanxiang == 1 && schemaPage.groups.size() > 0){
			try{
				omr_result->group_result.resize(schemaPage.groups.size());
				identify::result::KEGUANTI_RESULT* ketuanti_result_value = omr_result->group_result.data();
				IdentifyArea *ptr_area = new IdentifyArea(schemaPage.groupCount);
				ptr_area->type = GROUP_TYPE_IDENTIFY::KEGUANTI;
				for (int groupIndex = 0; groupIndex < schemaPage.groupCount; groupIndex++)
				{
					SchemaGroup& group = schemaPage.groups[groupIndex];
					IdentifyGroup*ptr_group = ptr_area->get_group_by_index(groupIndex);
					if (ptr_group){
						bool mul = (group.omr_out_type != OMR_OUT_TYPE::OMR_OUT_TYPE_SINGLE_NONSTRICT);
						ptr_group->init(group.itemCount, group.question_code.c_str(), mul);
						for (int itemindex = 0; itemindex < group.itemCount; itemindex++){
							IdentifyItem*ptr_item = ptr_group->get_item_by_index(itemindex);
							if (ptr_item){
								SchemaItem*ptr_sc_item = &m_items[group.itemIndex[itemindex]];
								auto rc = GetCVRect(*ptr_sc_item);
								ptr_item->x = rc.x;
								ptr_item->y = rc.y;
								ptr_item->w = rc.width;
								ptr_item->h = rc.height;
								ptr_item->name[0] = ptr_sc_item->OutChar;
							}
						}
					}
				}
				cvResetImageROI(dst);
				IplImage*dst_gray_img = cvCreateImage(cvGetSize(dst), IPL_DEPTH_8U, 1);
				cvCvtColor(dst, dst_gray_img, CV_BGR2GRAY);
				//cvSaveImage("D:\\src_src.png", dst_gray_img);

				if (0 == api_ttpd_analysis_part(cv::cvarrToMat(dst_gray_img), ptr_area)){

					omr_result->group_result.resize(schemaPage.groups.size());
					identify::result::KEGUANTI_RESULT* ketuanti_result_value = omr_result->group_result.data();
					for (int groupIndex = 0; groupIndex < schemaPage.groupCount &&groupIndex < ptr_area->group_count; groupIndex++)
					{
						SchemaGroup& group = schemaPage.groups[groupIndex];
						bool mul = (group.omr_out_type != OMR_OUT_TYPE::OMR_OUT_TYPE_SINGLE_NONSTRICT);

						IdentifyGroup* ptr_group = ptr_area->get_group_by_index(groupIndex);
						if (ptr_group->select_count == ptr_group->item_count) // 单选题如果全选，结果值会保留全部值
						{
							mul = true;
						}
						std::string omr_str = get_str_by_identify_group(mul ? 1 : 0, ptr_area->get_group_by_index(groupIndex), schemaPage.option_spacer);

						ketuanti_result_value[groupIndex].question_code = group.question_code;
						ketuanti_result_value[groupIndex].obj_id = static_cast<unsigned int>(group.question_index);
						ketuanti_result_value[groupIndex].answer = omr_str;
						ketuanti_result_value[groupIndex].question_state = identify::result::OMR_QUESTION_STATE::OMR_QUESTION_STATE_NORMAL;
						ketuanti_result_value[groupIndex].omr_question_type = (group.omr_out_type == OMR_OUT_TYPE::OMR_OUT_TYPE_SINGLE_NONSTRICT ?
							identify::DANXUANTI : (group.omr_out_type == OMR_OUT_TYPE::OMR_OUT_TYPE_MUTIL_STRICT_EX ? identify::DUOXUANTIEX : identify::DUOXUANTI));
					}
				}
				cvReleaseImage(&dst_gray_img);
			}
			catch (cv::Exception e){
				const char * ss = e.what();
				return identify::result::IDF_FAILURE;
			}
			int global_background_color_avg = caculate_global_background(schemaPage, dst);
			anlyseResult.backGroundGray = global_background_color_avg;
			anlyseResult.cellAvgGray = 0;
			anlyseResult.cellNum = 0;
			return identify::result::IDF_SUCCESS;
		}
		int global_background_color_avg = caculate_global_background(schemaPage, dst);
		//模糊度，面积，高黑度，平均黑度
		double mo_hu_du, refArea, gao_heidu, avg_gray;
		//黑色像素数，涂点大小
		int grayNum, cellSize;
		//高黑度和
		double topGraySum = 0;
		//高黑度面积
		double topGrayAreaSum = 0;
		anlyseResult.backGroundGray = global_background_color_avg;
		anlyseResult.cellAvgGray = 0;
		anlyseResult.cellNum = 0;
		int numTopGray = 0;

		int ret;
		item_result.resize(schemaPage.itemCount);
		for (int i = 0; i<schemaPage.itemCount; i++)
		{
			SchemaItem & item = m_items[i];
			item_result[i] = GetCVRect(item);
			ret = caculate_cell_property(schemaPage, item, dst, cellSize, refArea, avg_gray, grayNum, mo_hu_du, gao_heidu, anlyseResult.itemAnalyseResult[i].char_area_size, anlyseResult.itemAnalyseResult[i].char_area_black_count, anlyseResult.itemAnalyseResult[i].char_area_avg_gray);
			if (ret != identify::result::IDF_SUCCESS)return ret;
			topGraySum += gao_heidu;
			topGrayAreaSum += refArea;
			numTopGray++;
			anlyseResult.cellAvgGray += avg_gray;
			anlyseResult.cellNum++;
			anlyseResult.itemAnalyseResult[i].avg_gray = avg_gray;
			anlyseResult.itemAnalyseResult[i].cell_size = cellSize;
			anlyseResult.itemAnalyseResult[i].gray_num = grayNum;
			anlyseResult.itemAnalyseResult[i].heidu = gao_heidu;
			anlyseResult.itemAnalyseResult[i].mohudu = mo_hu_du;
			anlyseResult.itemAnalyseResult[i].xiangdui_mianji = refArea;
			anlyseResult.itemAnalyseResult[i].xiangdui_value = refArea;
		}
		anlyseResult.cellAvgGray = anlyseResult.cellNum>0 ? anlyseResult.cellAvgGray / anlyseResult.cellNum : 256;
		anlyseResult.avg_heidu = topGrayAreaSum>0 ? topGraySum / topGrayAreaSum : 6;
		if (numTopGray >= int(schemaPage.itemCount / 5)){
			anlyseResult.float_heidu = anlyseResult.avg_heidu / schemaPage.user_float_heidu;
			anlyseResult.benchmarkBlk = schemaPage.worthwhileBlk + anlyseResult.float_heidu;
		}
		else{
			anlyseResult.benchmarkBlk = numTopGray>0 ? min(6.0, schemaPage.worthwhileBlk + anlyseResult.avg_heidu / schemaPage.user_float_heidu) : 6;
			anlyseResult.float_heidu = anlyseResult.benchmarkBlk - schemaPage.worthwhileBlk;
		}
		if (numTopGray>0){
			anlyseResult.avg_heidu = topGrayAreaSum / numTopGray;
			anlyseResult.float_heidu = anlyseResult.avg_heidu / schemaPage.user_float_heidu;
			anlyseResult.benchmarkAreaBlk = anlyseResult.float_heidu;
		}
		else{
			anlyseResult.avg_heidu = 0;
			anlyseResult.float_heidu = 0;
			anlyseResult.benchmarkAreaBlk = 0.1;
		}
		analyseOmrPanoramic(schemaPage);
		GenerateOmrStr(schemaPage);
		return identify::result::IDF_SUCCESS;
	}
	//读取填空题，和主观题分数
	int PageIdentify::ReadQuestionScore(SchemaPage &schemaPage, IplImage * dst, CvMemStorage* storage)
	{
		int tiankong_total_count = 0;
		int zhuguan_total_count = 0;
		for (int i = 0; i<schemaPage.question_score_count; i++){
			if (schemaPage.question_score[i].type == QUESTION_SCORE_TYPE::MUTIL_SCORE)
				zhuguan_total_count++;
			else if (schemaPage.question_score[i].type == QUESTION_SCORE_TYPE::SINGLE_SCORE)
				tiankong_total_count++;
		}
		omr_result->tiankongti_result.resize(tiankong_total_count);
		omr_result->zhutuanti_result.resize(zhuguan_total_count);
		identify::result::TIANKONGTI_RESULT*tiankongti_result_value = omr_result->tiankongti_result.data();
		identify::result::ZHUGUANTI_RESULT*zhutuanti_result_value = omr_result->zhutuanti_result.data();
		int score_count = 0;
		int tiankong_count = 0;
		for (int i = 0; i<schemaPage.question_score_count; i++){
			SchemaQuestionScore& qs = schemaPage.question_score[i];
			//查找题目定位点，校正题目位置
			SchemaLocatePoint& lp1 = schemaPage.questionLocatePoints[qs.questionLocatePointIndex[0]];
			SchemaLocatePoint& lp2 = schemaPage.questionLocatePoints[qs.questionLocatePointIndex[1]];
			CvPoint2D32f point1, point2;
			BOOL s1 = FindQuestionLocatePoint(dst, lp1, point1);
			BOOL s2 = FindQuestionLocatePoint(dst, lp2, point2);
			if (!s1&&!s2){
				point1.x = lp1.centerx;
				point1.y = lp1.centery;
				point2.x = lp2.centerx;
				point2.y = lp2.centery;
			}
			else if (!s1){
				point1.x = lp1.centerx + (point2.x - lp2.centerx);
				point1.y = lp1.centery + (point2.y - lp2.centery);
			}
			else if (!s2){
				point2.x = lp2.centerx + (point1.x - lp1.centerx);
				point2.y = lp2.centery + (point1.y - lp1.centery);
			}
			float data[6];
			CvMat* m = caculate_scm(point1, point2, cvPoint2D32f(lp1.centerx, lp1.centery), cvPoint2D32f(lp2.centerx, lp2.centery));
			memcpy(data, m->data.fl, sizeof(float) * 6);
			cvReleaseMat(&m);
			SchemaQuestionScore::Point * point[4] = { &qs.lt, &qs.rt, &qs.lb, &qs.rb };
			float lx = -1, ly = -1;
			float rx = -1, ry = -1;
			double pscale = 1.0;
			int redcount[30] = { 0 };
			int red_in_count[30] = { 0 };
			lx = data[0] * qs.lt.x + data[1] * qs.lt.y + data[2];
			rx = data[0] * qs.rt.x + data[1] * qs.rt.y + data[2];
			ly = data[3] * qs.lt.x + data[4] * qs.lt.y + data[5];
			ry = data[3] * qs.rt.x + data[4] * qs.rt.y + data[5];
			if (qs.type == QUESTION_SCORE_TYPE::MUTIL_SCORE){
				if (lx >= 0 && rx >= 0){
					float h = (point[2]->y - point[0]->y)*pscale;
					CvRect detect_rect = cvRect(qs.scoreBox.pos.x, qs.scoreBox.pos.y, qs.scoreBox.pos.w, qs.scoreBox.pos.h);
					//LOGI("GetZhuGuanTiRedCount-BEIGIN");
					GetZhuGuanTiRedCount(dst, detect_rect, detect_rect, redcount, red_in_count, qs.count, qs.scoreBox.type != 1 || qs.scoreBox.bPoint, false);
					//LOGI("GetZhuGuanTiRedCount-END");
					float score = 0;
					if (qs.scoreBox.type == 1)
					{
						// 小数位
						if (qs.scoreBox.bPoint){
							if (red_in_count[0] > 25){
								score += 0.5;
							}
						}
						// 整数位
						{
							int red_area = 0;
							int red_area_index = -1;
							for (int i = (qs.scoreBox.bPoint ? 1 : 0);
								i < qs.count; ++i)
							{
								if (red_in_count[i]>red_area){
									red_area = red_in_count[i]; red_area_index = i;
								}
							}
							if (red_area_index >= (qs.scoreBox.bPoint ? 1 : 0)){
								score += (qs.scoreBox.limit - red_area_index + (qs.scoreBox.bPoint ? 1 : 0));
							}
						}
					}
					else if (qs.scoreBox.type == 2)
					{
						// 小数位
						if (qs.scoreBox.bPoint){
							if (red_in_count[0] > 25){
								score += 0.5;
							}
						}
						{
							//个位数
							int red_area = 0;
							int red_area_index = -1;
							for (int i = (qs.scoreBox.bPoint ? 1 : 0);
								i < (qs.scoreBox.bPoint ? 11 : 10); ++i)
							{
								if (red_in_count[i]>red_area){
									red_area = red_in_count[i]; red_area_index = i;
								}
							}
							if (red_area_index >= (qs.scoreBox.bPoint ? 1 : 0)){
								score += (9 - red_area_index + (qs.scoreBox.bPoint ? 1 : 0));
							}
						}
						{
							//十位数
							int red_area = 0;
							int red_area_index = -1;
							int begin_index = (qs.scoreBox.bPoint ? 11 : 10);
							for (int i = begin_index; i < begin_index + (int)(qs.scoreBox.limit / 10) + 1; ++i)
							{
								if (red_in_count[i] > red_area){ red_area = red_in_count[i]; red_area_index = i; }
							}
							if (red_area_index >= begin_index){
								score = score + 10 * ((int)(qs.scoreBox.limit / 10) - (red_area_index - begin_index) + 1);
							}
						}
					}
					if (score > qs.scoreBox.maxsorce && qs.scoreBox.maxsorce > 0)
						zhutuanti_result_value[score_count].question_score = qs.scoreBox.maxsorce;
					else
						zhutuanti_result_value[score_count].question_score = score;
					zhutuanti_result_value[score_count].question_state = identify::result::OMR_QUESTION_STATE::OMR_QUESTION_STATE_NORMAL;
				}
				else{
					zhutuanti_result_value[score_count].question_score = 0;
					zhutuanti_result_value[score_count].question_state = identify::result::OMR_QUESTION_STATE::OMR_QUESTION_STATE_WUFASHIBIE;
				}
				zhutuanti_result_value[score_count].obj_id = static_cast<unsigned int>(qs.question_index);
				zhutuanti_result_value[score_count].maxscore = qs.scoreBox.maxsorce;
				zhutuanti_result_value[score_count].question_code = qs.question_code;
				zhutuanti_result_value[score_count].omr_question_type = identify::OMR_QUESTION_TYPE::ZHUTUANTI;
				zhutuanti_result_value[score_count].total = 0;
				zhutuanti_result_value[score_count].required = 0;
				zhutuanti_result_value[score_count].xuanze = -1;
				if (qs.scoreBox.bXuanZuoTi){
					zhutuanti_result_value[score_count].omr_question_type = identify::OMR_QUESTION_TYPE::XUANZUOTI;
					zhutuanti_result_value[score_count].total = qs.countNum;
					zhutuanti_result_value[score_count].required = qs.countItemSelete;
					zhutuanti_result_value[score_count].xuanze = ReadXuanZuoTi(schemaPage, qs, dst);
					zhutuanti_result_value[score_count].question_code_all = qs.question_code_all;
					zhutuanti_result_value[score_count].question_code_temp = qs.question_code_temp;
				}
				else if (qs.question_code_temp != "")
				{
					zhutuanti_result_value[score_count].omr_question_type = identify::OMR_QUESTION_TYPE::XUANZUOTI;
					zhutuanti_result_value[score_count].total = qs.countNum;
					zhutuanti_result_value[score_count].required = qs.countItemSelete;
					zhutuanti_result_value[score_count].xuanze = -2;
					zhutuanti_result_value[score_count].question_code_all = qs.question_code_all;
					zhutuanti_result_value[score_count].question_code_temp = qs.question_code_temp;
				}
				score_count++;
			}
			else
			{
				if (lx >= 0 && rx >= 0){
					if (qs.count > 1){
						float score = 0;
						int red_area_index = -1;
						// 在线答题卡-填空题
						if (qs.scoreBox.type == 3){
							float h = (point[2]->y - point[0]->y)*pscale;
							CvRect detect_rect = cvRect(qs.scoreBox.pos.x, qs.scoreBox.pos.y, qs.scoreBox.pos.w, qs.scoreBox.pos.h);
							GetZhuGuanTiRedCount(dst, detect_rect, detect_rect, redcount, red_in_count, qs.count, 0, true);
							int red_area = 0;
							for (int m = 0; m<qs.scoreBox.vctScore.size(); m++){
								if (red_in_count[m]>red_area&&red_in_count[m]>25){ red_area = red_in_count[m]; red_area_index = m; }
							}
							if (red_area_index >= 0 && static_cast<int>(qs.scoreBox.vctScore.size())>red_area_index){
								score = qs.scoreBox.vctScore.at(qs.count - red_area_index - 1);
							}
						}
						if (qs.scoreBox.maxsorce > 0)
						{
							tiankongti_result_value[tiankong_count].question_score = qs.scoreBox.maxsorce > score ? score : qs.scoreBox.maxsorce;
						}
						else
						{
							tiankongti_result_value[tiankong_count].question_score = score;
						}
						tiankongti_result_value[tiankong_count].maxscore = qs.scoreBox.maxsorce;
						tiankongti_result_value[tiankong_count].omr_question_type = identify::OMR_QUESTION_TYPE::TIANKONGTI2;
					}
					else{
						float w = (rx - lx) / qs.count;
						float h = (point[2]->y - point[0]->y)*pscale;
						for (int j = 0; j<1; j++){
							CvRect rect_detect = cvRect(qs.scoreBox.pos.x, qs.scoreBox.pos.y, qs.scoreBox.pos.w, qs.scoreBox.pos.h);
							int red_area = GetTianKongTiRedCount(dst, rect_detect, rect_detect, 1, 0);
							if (red_area > 25){
								tiankongti_result_value[tiankong_count].isright = TRUE;
								break;
							}
							else{
								tiankongti_result_value[tiankong_count].isright = FALSE;
							}
						}
						if (qs.scoreBox.maxsorce > 0)
						{
							tiankongti_result_value[tiankong_count].question_score = tiankongti_result_value[tiankong_count].isright ? qs.scoreBox.maxsorce : 0;
						}
						tiankongti_result_value[tiankong_count].maxscore = qs.scoreBox.maxsorce;
						tiankongti_result_value[tiankong_count].omr_question_type = identify::OMR_QUESTION_TYPE::TIANKONGTI;
					}
				}
				else{
					tiankongti_result_value[tiankong_count].maxscore = qs.scoreBox.maxsorce;
					tiankongti_result_value[tiankong_count].isright = FALSE;
					if (qs.scoreBox.maxsorce > 0)
					{
						tiankongti_result_value[tiankong_count].question_score = 0;
					}
					if (qs.count > 1)
					{
						tiankongti_result_value[tiankong_count].omr_question_type = identify::OMR_QUESTION_TYPE::TIANKONGTI2;
					}
					else
					{
						tiankongti_result_value[tiankong_count].omr_question_type = identify::OMR_QUESTION_TYPE::TIANKONGTI;
					}
				}
				tiankongti_result_value[tiankong_count].obj_id = static_cast<unsigned int>(qs.question_index);
				tiankongti_result_value[tiankong_count].question_code = qs.question_code;
				tiankong_count++;
			}
		}
		return identify::result::IDF_SUCCESS;
	}
	//截取图像
	int PageIdentify::ClipImg(SchemaPage& schemaPage, IplImage * dst)
	{
		cvResetImageROI(dst);
		vector<int> compression_params;
		compression_params.push_back(CV_IMWRITE_JPEG_QUALITY);
		compression_params.push_back(60);
		omr_result->cut_area_result.resize(schemaPage.cutAreaCount);
		identify::result::CUT_AREA_RESULT*  cut_area_result_value = omr_result->cut_area_result.data();
		for (int i = 0; i<schemaPage.cutAreaCount; i++)
		{
			SchemaCutArea&  cutArea = schemaPage.cutAreas[i];
			CvRect rect = cvRect(cutArea.centerx - cutArea.width / 2, cutArea.centery - cutArea.height / 2, cutArea.width, cutArea.height);
			SaveRect(rect, cut_area_result_value[i]);
			IplImage* img = CutImage(dst, rect);
			vector<uchar> dst;
			cv::Mat _img = cvarrToMat(img);
			imencode(".jpg", _img, dst, compression_params);
			cut_area_result_value[i].obj_id = cutArea.index;
			cut_area_result_value[i].area_index = cutArea.index;
			cut_area_result_value[i].area_sub_index = cutArea.isfirst ? 1 : 0;
			cut_area_result_value[i].centerx = cutArea.centerx;
			cut_area_result_value[i].centery = cutArea.centery;
			cut_area_result_value[i].width = cutArea.width;
			cut_area_result_value[i].height = cutArea.height;
			cut_area_result_value[i].area_name = cutArea.area_name;
			cut_area_result_value[i].is_cut = cutArea.iscut;
			cut_area_result_value[i].img_data.resize(dst.size());
			memcpy(cut_area_result_value[i].img_data.data(), &dst[0], dst.size());
			cvReleaseImage(&img);
		}
		return identify::result::IDF_SUCCESS;
	}

	//获取图像指定区域红色点数(主观题)  去除长直线和周边像素 减少直线边缘偏色影响
	int PageIdentify::GetZhuGuanTiRedCount(IplImage * dst, const CvRect& rect, const CvRect& normal_rect, int * red_counts, int * red_in_counts, int count, int mutil, bool bTianKongTi /*= false*/)
	{
		if (dst->nChannels != 3){ return 0; }
		if (m_nXianXiaDaFenType == 1)
		{
			memset(red_counts, 0, sizeof(int)*count);
			memset(red_in_counts, 0, sizeof(int)*count);
			cvSetImageROI(dst, rect);
			Mat img = cv::cvarrToMat(dst);

			if (m_pTemplate->open_save_debug_img)
				cv::imwrite("D:\\image\\Debug\\GetQrCode.PNG", img);
			cvResetImageROI(dst);
			int tempi[50] = { 0 };
			try{
				EnterCriticalSection(m_althom_rcs);
				// printf("线程：%s 新算法判分-开始\n", std::to_string(GetCurrentThreadId()).c_str());
				if (api_red_check_analysis(img, count, bTianKongTi ? 3 : 2, mutil, tempi, count) != 0)
				{
					// printf("线程：%s 新算法判分-错误\n", std::to_string(GetCurrentThreadId()).c_str());
					LeaveCriticalSection(m_althom_rcs);
					return 0;
				}
				// printf("线程：%s 新算法判分-结束\n", std::to_string(GetCurrentThreadId()).c_str());
				LeaveCriticalSection(m_althom_rcs);
			}
			catch (cv::Exception&e){
				// printf("线程：%s 新算法判分-异常\n", std::to_string(GetCurrentThreadId()).c_str());
				const char *error = e.what();
				LeaveCriticalSection(m_althom_rcs);
			}
			for (int i = 0; i < count; i++)
			{
				red_in_counts[i] = tempi[count - i - 1];
				if (red_in_counts[i] > 0)
				{
					red_counts[i] = 30; //目的大于25
				}
			}
			return identify::result::IDF_SUCCESS;
		}
		IplImage* red = NULL;
		BOOL s = GetRedBinary(dst, rect, &red);
		if (!s)return 0;

		IplImage * temp = cvCloneImage(red);
		CvMemStorage* storage = cvCreateMemStorage();
		CvSeq* contours = NULL;
		//cv::imwrite("D:\\RedContours.jpg", cv::cvarrToMat(red));
		cvFindContours(temp, storage, &contours, sizeof(CvContour), CV_RETR_LIST, CV_CHAIN_APPROX_SIMPLE, cvPoint(0, 0));
		int top = normal_rect.y - rect.y;
		int bottom = normal_rect.y + normal_rect.height - 1 - rect.y;
		for (CvContour * c = (CvContour *)contours; c != NULL; c = (CvContour *)c->h_next) {
			CvRect b_rect = cvBoundingRect(c);
			if (b_rect.y>bottom - 1 || b_rect.y + b_rect.height - 1<top + 1){
				cvDrawContours(red, (CvSeq *)c, cvScalar(0), cvScalar(0), 0, CV_FILLED, 8);
			}
		}
		cvReleaseImage(&temp);
		cvReleaseMemStorage(&storage);
		memset(red_counts, 0, sizeof(int)*count);
		memset(red_in_counts, 0, sizeof(int)*count);
		int w = red->width;
		int h = red->height;
		for (int x = 0; x<w; x++){
			int option_index = (count - 1) - x*count / w;
			for (int y = 0; y<h; y++){
				if (CV_IMAGE_ELEM(red, unsigned char, y, x)){
					red_counts[option_index]++;
					if (y <= bottom - 1 && y >= top + 1){
						red_in_counts[option_index]++;
					}
				}
			}
		}
		cvReleaseImage(&red);
		return identify::result::IDF_SUCCESS;
	}
	//获取图像指定区域红色点数(填空题)
	int PageIdentify::GetTianKongTiRedCount(IplImage * dst, const CvRect& rect_normal, const CvRect& rect_detect, int count, int multi)
	{
		CvRect rect = cvGetImageROI(dst);
		if (dst->nChannels != 3){ return 0; }
		if (m_nXianXiaDaFenType == 1){
			cvSetImageROI(dst, rect_detect);
			Mat img = cv::cvarrToMat(dst);
			cvResetImageROI(dst);
			int tempi[50] = { 0 };
			try{
				EnterCriticalSection(m_althom_rcs);
				// printf("线程：%s 新算法判分-开始\n", std::to_string(GetCurrentThreadId()).c_str());
				int  fff = api_red_check_analysis(img, count, 3, multi, tempi, count);
				if (fff != 0){
					// printf("线程：%s 新算法判分-错误\n", std::to_string(GetCurrentThreadId()).c_str());
					LeaveCriticalSection(m_althom_rcs);
					return 0;
				}
				// printf("线程：%s 新算法判分-结束\n", std::to_string(GetCurrentThreadId()).c_str());
				LeaveCriticalSection(m_althom_rcs);
			}
			catch (cv::Exception&e){
				// printf("线程：%s 新算法判分-异常\n", std::to_string(GetCurrentThreadId()).c_str());
				LeaveCriticalSection(m_althom_rcs);
#if 0
				static const char* str;
				str = e.what();
#endif
			}
			if (tempi[0] > 0)
				return 300;
			return 0;
		}
		int w = rect_detect.width;
		int h = rect_detect.height;
		IplImage * red = NULL;
		BOOL r = GetRedBinary(dst, rect_detect, &red);
		if (!r)return 0;
		vector<CvPoint2D32f> redPoints;
		for (int y = 0; y<red->height; y++)
		{
			unsigned char * red_row_first = (unsigned char *)(red->imageData + (y*red->widthStep));
			for (int x = 0; x<red->width; x++)
			{
				if (red_row_first[x]){
					redPoints.push_back(cvPoint2D32f(x, y));
				}
			}
		}
		if (redPoints.size() == 0)
		{
			return 0;
		}
		CvMemStorage * storage = cvCreateMemStorage();
		CvSeq* contour = NULL;
		int contours = cvFindContours(red, storage, &contour, sizeof(CvContour), CV_RETR_LIST, CV_CHAIN_APPROX_NONE);
		int red_count = 0;
		int normal_left = rect_normal.x - rect_detect.x;
		int normal_top = rect_normal.y - rect_detect.y;
		int normal_right = normal_left + rect_normal.width;
		int normal_bottom = normal_top + rect_normal.height;

		for (CvContour * c = (CvContour *)contour; c != NULL; c = (CvContour *)c->h_next){
			float sum_x = 0;
			float sum_y = 0;
			int in_count = 0;
			int area_c = 0;//轮廓在评分框内的点数
			for (std::size_t i = 0; i<redPoints.size(); i++)
			{
				double distance = cvPointPolygonTest(c, redPoints[i], FALSE);
				if (distance >= 0){
					sum_x += redPoints[i].x;
					sum_y += redPoints[i].y;
					in_count++;
					if (normal_left <= redPoints[i].x&&redPoints[i].x <= normal_right&&normal_top <= redPoints[i].y&&redPoints[i].y <= normal_bottom){
						area_c++;
					}
				}
			}
			if (in_count == 0)continue;
			if (area_c>60){
				red_count += in_count;
				continue;
			}
			//重心位置
			float avg_x = sum_x / in_count;
			float avg_y = sum_y / in_count;
			if (normal_left <= avg_x&&avg_x <= normal_right + 30 && normal_top <= avg_y&&avg_y <= normal_bottom){
				red_count += in_count;
			}
		}
		cvReleaseImage(&red);
		cvReleaseMemStorage(&storage);
		return red_count;
	}


	int PageIdentify::SaveLocateInfo(SchemaPage& schemaPage, vector<CvPoint2D32f> &relationKey, vector<CvPoint2D32f> &relationValue)
	{
		if (relationKey.size() >= 2)
		{
			m_relationKey = relationKey;
			m_relationValue = relationValue;
			double distance = 0;
			int index1;
			int index2;
			for (std::size_t i = 0; i<m_relationKey.size(); i++)
			{
				for (std::size_t j = i + 1; j<m_relationKey.size(); j++)
				{
					double d = sqrt((m_relationKey[i].x - m_relationKey[j].x)*(m_relationKey[i].x - m_relationKey[j].x) + (m_relationKey[j].y - m_relationKey[i].y)*(m_relationKey[j].y - m_relationKey[i].y));
					if (d>distance){ distance = d; index1 = i; index2 = j; }
				}
			}
			//模板上的定位点
			CvPoint2D32f *p11 = &m_relationKey[index1];
			CvPoint2D32f *p12 = &m_relationKey[index2];
			//试卷上的定位点
			CvPoint2D32f*p21 = &m_relationValue[index1];
			CvPoint2D32f*p22 = &m_relationValue[index2];
			CvMat* m_m = caculate_scm(*p21, *p22, *p11, *p12);
			memcpy(data, m_m->data.fl, sizeof(float) * 6);
			cvReleaseMat(&m_m);
			return identify::result::IDF_SUCCESS;
		}
		return identify::result::IDF_NOTFOUND_ENOUGH_LOCATEPOINT;
	}

	int PageIdentify::GetRect(const int centerx, const int centery, const int width, const int height, RESULT_RECT& result_rect)
	{
		result_rect.x = centerx - width / 2;
		result_rect.y = centery - height / 2;
		result_rect.width = width;
		result_rect.height = height;
		return identify::result::IDF_FAILURE;
	}

	int PageIdentify::GetRect2(const int centerx, const int centery, const int width, const int height, RESULT_RECT& result_rect)
	{
		double x = data[0] * centerx + data[1] * centery + data[2];
		double y = data[3] * centerx + data[4] * centery + data[5];
		result_rect.x = (int)(x - width / 2 + 0.5);
		result_rect.y = (int)(y - height / 2 + 0.5);
		result_rect.width = width;
		result_rect.height = height;
		return identify::result::IDF_SUCCESS;
	}
	template<class T>
	void PageIdentify::SaveRect(CvRect& rect, T& result)
	{
		result.centerx = static_cast<decltype(result.centerx)>(rect.x + rect.width / 2.0);
		result.centery = static_cast<decltype(result.centery)>(rect.y + rect.height / 2.0);
		result.width = static_cast<decltype(result.width)>(rect.width);
		result.height = static_cast<decltype(result.height)>(rect.height);
		result.angle = 0;
	}
	template<class T >
	void PageIdentify::DrawObjRect(IplImage * dst, T& obj_result, CvScalar& scalar)
	{
		cvDrawRect(dst,
			cvPoint(obj_result.centerx - obj_result.width / 2, obj_result.centery - obj_result.height / 2),
			cvPoint(obj_result.centerx + obj_result.width / 2, obj_result.centery + obj_result.height / 2),
			scalar);
	}
	//查找题目定位点
	BOOL PageIdentify::FindQuestionLocatePoint(IplImage * dst, SchemaLocatePoint& lp1, CvPoint2D32f& point1)
	{
		int top = max(0, (int)(lp1.centery - lp1.height*1.5 + 0.5));
		int bottom = min(dst->height - 1, (int)(lp1.centery + lp1.height*1.5 + 0.5));
		int left = max(0, (int)(lp1.centerx - lp1.width*1.5 + 0.5));
		int right = min(dst->width - 1, (int)(lp1.centerx + lp1.width*1.5 + 0.5));
		int x = left;
		int y = top;
		int width = right - left + 1;
		int height = bottom - top + 1;
		if (width<1 || height<1)return FALSE;
		IplImage* dst_gray_img = cvCreateImage(cvSize(width, height), IPL_DEPTH_8U, 1);
		IplImage* dst_binary_img = cvCreateImage(cvSize(width, height), IPL_DEPTH_8U, 1);
		CvMemStorage* storage = cvCreateMemStorage();
		cvSetImageROI(dst, cvRect(x, y, width, height));
		if (dst->nChannels == 3)cvCvtColor(dst, dst_gray_img, CV_BGR2GRAY);
		else cvCopy(dst, dst_gray_img);
		cvThreshold(dst_gray_img, dst_binary_img, 180, 255, CV_THRESH_BINARY);
		int an = 2;
		IplConvKernel * element = cvCreateStructuringElementEx(an * 2 + 1, an * 2 + 1, an, an, CV_SHAPE_RECT, 0);//创建结构元素   
		cvDilate(dst_binary_img, dst_binary_img, element, 1);//膨胀图像   
		cvErode(dst_binary_img, dst_binary_img, element, 1);//腐蚀图像  
		cvReleaseStructuringElement(&element);
		CvSeq * pcontours = NULL;
		int ncontours = cvFindContours(dst_binary_img, storage, &pcontours, sizeof(CvContour), CV_RETR_LIST, CV_CHAIN_APPROX_NONE);
		vector<CvContour*> quesiontLocatePoints;
		for (CvContour * c = (CvContour *)pcontours; c != NULL; c = (CvContour *)c->h_next)
		{
			if (c->rect.width<lp1.width - 3)continue;
			if (c->rect.height<lp1.height - 3)continue;
			if (c->rect.width>lp1.width + 3)continue;
			if (c->rect.height>lp1.height + 3)continue;
			cvSetImageROI(dst_gray_img, c->rect);
			int area = GetBlackArea(dst_gray_img);
			if (area<c->rect.width*c->rect.height*0.75)continue;
			quesiontLocatePoints.push_back(c);
		}
		double distance = 99999;
		int min_index = -1;
		for (std::size_t i = 0; i<quesiontLocatePoints.size(); i++)
		{
			double d = GetDistance(cvPoint2D32f(lp1.centerx - x, lp1.centery - y), cvPoint2D32f(quesiontLocatePoints[i]->rect.x + quesiontLocatePoints[i]->rect.width / 2.0, quesiontLocatePoints[i]->rect.y + quesiontLocatePoints[i]->rect.height / 2.0));
			if (d<distance){ distance = d; min_index = i; }
		}
		if (min_index >= 0){
			point1 = cvPoint2D32f(quesiontLocatePoints[min_index]->rect.x + quesiontLocatePoints[min_index]->rect.width / 2.0 + x, quesiontLocatePoints[min_index]->rect.y + quesiontLocatePoints[min_index]->rect.height / 2.0 + y);

			cvReleaseImage(&dst_gray_img);
			cvReleaseImage(&dst_binary_img);
			cvReleaseMemStorage(&storage);
			return TRUE;
		}

		cvReleaseImage(&dst_gray_img);
		cvReleaseImage(&dst_binary_img);
		cvReleaseMemStorage(&storage);
		return FALSE;
	}

	double PageIdentify::GetDistance(CvPoint2D32f point1, CvPoint2D32f point2)
	{
		double dx = point1.x - point2.x;
		double dy = point1.y - point2.y;
		return sqrt(dx*dx + dy*dy);
	}

	int PageIdentify::FindQuestionLocatePoints(SchemaPage& schemaPage, IplImage * dst)
	{
		std::vector<SchemaLocatePoint>& questionLocatePoints = schemaPage.questionLocatePoints;
		m_question_locate_points.resize(questionLocatePoints.size());
		m_question_locate_point_found.resize(questionLocatePoints.size());
		for (std::size_t i = 0; i<questionLocatePoints.size(); i++)
		{
			m_question_locate_point_found[i] = FindQuestionLocatePoint(dst, questionLocatePoints[i], m_question_locate_points[i]);
		}
		return identify::result::IDF_SUCCESS;
	}

	BOOL PageIdentify::GetRedBinary(IplImage * dst, const CvRect& rect_detect, IplImage ** red_binary)
	{

#define GETREDBINARY_DEBUG 0
#define rename_image(img,new_name) IplImage * new_name = img; img = NULL;
		if (dst == NULL || dst->nChannels != 3)return FALSE;
		int w = rect_detect.width;
		int h = rect_detect.height;
		IplImage * hsv = cvCreateImage(cvSize(w, h), IPL_DEPTH_8U, 3);
		//存储灰度图像和二值化图像
		IplImage * gray = cvCreateImage(cvSize(w, h), IPL_DEPTH_8U, 1);
		IplImage * black = cvCreateImage(cvSize(w, h), IPL_DEPTH_8U, 1);
		IplImage * black_dilate = cvCreateImage(cvSize(w, h), IPL_DEPTH_8U, 1);
		//记录较浅一些的红色
		IplImage * red_low = cvCreateImage(cvSize(w, h), IPL_DEPTH_8U, 1);
		//记录较深一些的红色
		IplImage * red_high = cvCreateImage(cvSize(w, h), IPL_DEPTH_8U, 1);
		IplImage * red = cvCreateImage(cvSize(w, h), IPL_DEPTH_8U, 1);
		cvSetImageROI(dst, rect_detect);
#if GETREDBINARY_DEBUG
		cvSaveImage("D:\\dst.png", dst);
#endif
		cvCvtColor(dst, hsv, CV_BGR2HSV);
		cvCvtColor(dst, gray, CV_BGR2GRAY);
		cvAdaptiveThreshold(gray, gray, 255, CV_ADAPTIVE_THRESH_GAUSSIAN_C, CV_THRESH_BINARY_INV, 9, 10.0);
#ifdef _DEBUG
		cvSaveImage("D:\\red_high.png", gray);
#endif
		rename_image(gray, binary);
#define HSV_VALUE_H hsv_row_first[hsv_offset]
#define HSV_VALUE_S hsv_row_first[hsv_offset+1]
#define HSV_VALUE_V hsv_row_first[hsv_offset+2]
		const int hsv_v_valve = /*255 * 50 / 100*/46;
		const int hsv_h_max_valve = /*180 * 20 / 360*/180;
		const int hsv_h_min_valve = /*180 * 315 / 360*/156;
		const int hsv_h_max_valve2 = /*180 * 20 / 360*/10;
		const int hsv_s_valve_1 = /*255 * 23 / 100*/43;
		const int hsv_s_valve_2 = /*255 * 33 / 100*/255;
		const int hsv_valve_high = 255 * (23 + 70) / 100;
		const int hsv_valve_low = 255 * (13 + 60) / 100;
		for (int y = 0; y<h; y++)
		{
			unsigned char * hsv_row_first = (unsigned char *)(hsv->imageData + y*hsv->widthStep);
			unsigned char * red1_row_first = (unsigned char *)(red_low->imageData + y*red_low->widthStep);
			unsigned char * red2_row_first = (unsigned char *)(red_high->imageData + y*red_high->widthStep);
			unsigned char * binary_row_first = (unsigned char *)(binary->imageData + y*binary->widthStep);
			unsigned char * black_row_first = (unsigned char *)(black->imageData + y*black->widthStep);
			for (int x = 0, hsv_offset = 0; x<w; x++, hsv_offset += 3)
			{
				if (HSV_VALUE_V >= hsv_v_valve && (HSV_VALUE_H >= hsv_h_min_valve || HSV_VALUE_H <= hsv_h_max_valve || HSV_VALUE_H <= hsv_h_max_valve2)){
					red1_row_first[x] = (HSV_VALUE_S >= hsv_s_valve_1 && (HSV_VALUE_S + HSV_VALUE_V) >= hsv_valve_low) ? 255 : 0;
					red2_row_first[x] = (HSV_VALUE_S >= hsv_s_valve_2 && (HSV_VALUE_S + HSV_VALUE_V) >= hsv_valve_high) ? HSV_VALUE_S : 0;
				}
				else{
					red1_row_first[x] = red2_row_first[x] = 0;
				}
				black_row_first[x] = (binary_row_first[x] && !red1_row_first[x]) ? 255 : 0;
			}
		}
#if GETREDBINARY_DEBUG
		cvSaveImage("D:\\ImageDebug\\hsv.png", hsv);
		cvSaveImage("D:\\ImageDebug\\red_low.png", red_low);
		cvSaveImage("D:\\ImageDebug\\red_high.png", red_high);
		cvSaveImage("D:\\ImageDebug\\binary.png", binary);
		cvSaveImage("D:\\ImageDebug\\black.png", black);
#endif
		cvThreshold(red_high, red_high, 0, 255, CV_THRESH_OTSU);
#ifdef _DEBUG
		cvSaveImage("D:\\red_high.png", red_high);
#endif
		int an = 1;
		IplConvKernel * element = cvCreateStructuringElementEx(an * 2 + 1, an * 2 + 1, an, an, CV_SHAPE_RECT, 0);//创建结构元素   
		cvDilate(binary, binary, element, 2);//膨胀图像   
		cvDilate(red_high, red_high, element, 2);//膨胀图像   
		cvDilate(black, black_dilate, element, 2);//膨胀图像  
		for (int y = 0; y<h; y++)
		{
			unsigned char * binary_row_first = (unsigned char *)(binary->imageData + y*binary->widthStep);
			unsigned char * red1_row_first = (unsigned char *)(red_low->imageData + y*red_low->widthStep);
			unsigned char * red2_row_first = (unsigned char *)(red_high->imageData + y*red_high->widthStep);
			unsigned char * red_row_first = (unsigned char *)(red->imageData + y*red->widthStep);
			unsigned char * black_dilate_row_first = (unsigned char *)(black_dilate->imageData + y*black_dilate->widthStep);
			for (int x = 0; x<w; x++)
			{
				red_row_first[x] = (red1_row_first[x] && !black_dilate_row_first[x] && ((!binary_row_first[x]) || red2_row_first[x])) ? 255 : 0;
			}
		}
		rename_image(red_high, red_dilate);
		cvDilate(red, red_dilate, element, 2);//膨胀图像  
		for (int y = 0; y<h; y++)
		{
			unsigned char * red1_row_first = (unsigned char *)(red_low->imageData + y*red_low->widthStep);
			unsigned char * red_row_first = (unsigned char *)(red->imageData + y*red->widthStep);
			unsigned char * black_row_first = (unsigned char *)(black->imageData + y*black->widthStep);
			unsigned char * red_dilate_row_first = (unsigned char *)(red_dilate->imageData + y*red_dilate->widthStep);
			for (int x = 0; x<w; x++)
			{
				red_row_first[x] = (red_row_first[x] || (red_dilate_row_first[x] && (red1_row_first[x] && !black_row_first[x]))) ? 255 : 0;
			}
		}
		cvDilate(red, red_dilate, element, 1);//膨胀图像    
		for (int y = 0; y<h; y++)
		{
			unsigned char * red_row_first = (unsigned char *)(red->imageData + y*red->widthStep);
			unsigned char * black_row_first = (unsigned char *)(black->imageData + y*black->widthStep);
			unsigned char * red_dilate_row_first = (unsigned char *)(red_dilate->imageData + y*red_dilate->widthStep);
			for (int x = 0; x<w; x++)
			{
				if (!red_row_first[x] && black_row_first[x] && red_dilate_row_first[x]){
					red_row_first[x] = 255;
				}
			}
		}
		cvReleaseStructuringElement(&element);
		//直接使用red_low作为返回值
		//TODO 此处不太明白red_high存在的意义是什么？
		*red_binary = red_low;
		cvReleaseImage(&hsv);
		cvReleaseImage(&binary);
		cvReleaseImage(&black);
		cvReleaseImage(&black_dilate);
		cvReleaseImage(&red);
		cvReleaseImage(&red_dilate);
		return TRUE;
	}

	int PageIdentify::mycaculate_global_background(SchemaItem items[], int itemCount, IplImage * dst)
	{
		int global_background_color_count = 0;
		int global_background_color_avg = 0;
		for (int i = 0; i<itemCount; i++)
		{
			//SchemaItem & item = schemaPage.items[i];
			SchemaItem & item = items[i];
			RESULT_RECT result_rect;
			GetRect(item.centerx, item.centery, item.width, item.height, result_rect);
			int left = int(result_rect.x);
			int top = int(result_rect.y);
			int right = int(result_rect.x + result_rect.width);
			int bottom = int(result_rect.y + result_rect.height);
			int vtop = (int)(result_rect.y - (result_rect.width + 2) / 4);
			int vbottom = (int)(result_rect.y + result_rect.height + (result_rect.height + 2) / 4);
			int background_color_count = 0, background_color_avg = 0;
			int gray;

			int(*GetGray)(const IplImage * dst, int x, int y);
			if (dst->nChannels == 1)GetGray = GetGrayValue;
			else GetGray = GetBGRGray;
			for (int x = left; x <= right; x++)
			{
				gray = GetGray(dst, x, vtop);
				if (gray>160){ background_color_avg += gray; background_color_count++; }
				gray = GetGray(dst, x, vbottom);
				if (gray>160){ background_color_avg += gray; background_color_count++; }
			}
			background_color_avg = background_color_count>0 ? background_color_avg / background_color_count : 0;
			if (background_color_avg>100){
				global_background_color_avg += background_color_avg;
				global_background_color_count++;
			}
		}
		global_background_color_avg = global_background_color_count>0 ? global_background_color_avg / global_background_color_count : 0;
		return global_background_color_avg;
	}


	//选做题分析全局属性
	int PageIdentify::myanalyseOmrPanoramic(OnlineAnalyseResult& anlyseResultTemp, int count)
	{
		int  i;
		int  lev;
		//int count;  // 所有涂点个数
		int  numAblePnt;  // 参与分析的点的个数
		double maxblk[16];
		int  numBlk[16];
		double maxBlur[16];
		int  numBlur[16];
		double stdBlur;

		memset(numBlk, 0, sizeof(int) * 16);
		memset(maxblk, 0, sizeof(double) * 16);
		memset(maxBlur, 0, sizeof(double) * 16);
		memset(numBlur, 0, sizeof(int) * 16);

		//count = schemaPage.itemCount;
		numAblePnt = 0;
		double& m_avaMaxBlk = anlyseResultTemp.avgMax_heidu;
		double& m_benchmarkBlk = anlyseResultTemp.benchmarkBlk;
		double& m_benchmarkArea = anlyseResultTemp.benchmarkAreaBlk;
		m_avaMaxBlk = 0;
		for (i = 0; i<count; i++)
		{
			OnlineAnalyseResult::itemResult& itemr = anlyseResultTemp.itemAnalyseResult[i];
			if (itemr.heidu  < m_benchmarkBlk || itemr.xiangdui_value  < m_benchmarkArea)
				continue;
			if (itemr.heidu< 4.0) continue;
			m_avaMaxBlk += itemr.heidu;
			numAblePnt++;
			lev = int(itemr.heidu);
			maxblk[lev] += itemr.heidu;
			numBlk[lev] ++;
			lev = int(itemr.mohudu);
			maxBlur[lev] += itemr.mohudu;
			numBlur[lev] ++;
			//pPnt++;
		}
		if (numAblePnt > 0)
			m_avaMaxBlk /= numAblePnt;
		else
			m_avaMaxBlk = 12;

		int stdId = 2;
		int numStd = numBlk[0] + numBlk[1] + numBlk[2];
		int numCur = numStd;

		for (i = 3; i<16; i++)
		{
			numCur += (numBlk[i] - numBlk[i - 3]);
			if (numCur > numStd)
			{
				numStd = numCur;
				stdId = i;
			}
		}

		double stdBlk = maxblk[stdId - 2] + maxblk[stdId - 1] + maxblk[stdId];
		if (numStd > 0)
			stdBlk /= numStd;
		else
			stdBlk = 12;

		// 计算模糊度代表值
		stdId = 2;
		numStd = numBlur[0] + numBlur[1] + numBlur[2];
		numCur = numStd;

		for (i = 3; i<16; i++)
		{
			numCur += (numBlur[i] - numBlur[i - 3]);
			if (numCur > numStd)
			{
				numStd = numCur;
				stdId = i;
			}
		}

		stdBlur = maxBlur[stdId - 2] + maxBlur[stdId - 1] + maxBlur[stdId];
		if (numStd > 0)
			stdBlur /= numStd;
		else
			stdBlur = 0;

		if (stdBlur < 2.0)
			stdBlk -= stdBlur;
		else
			stdBlk -= 2.0;

		if (stdBlk < m_avaMaxBlk)
			m_avaMaxBlk = stdBlk;
		//统计字符区域的黑色点数的平均值
		int max_item = count;

		int * char_area_black_counts = new int[1];
		int cur_item_count;//当前选项的数量
		for (int ii = 0; ii<max_item; ii++)
		{
			cur_item_count = 0;
			long total_char_area_size = 0;
			for (int gi = 0; gi<1; gi++)
			{
				if (max_item > ii){
					OnlineAnalyseResult::itemResult & ir = anlyseResultTemp.itemAnalyseResult[ii];
					char_area_black_counts[cur_item_count] = ir.char_area_black_count;
					total_char_area_size += ir.char_area_size;
					cur_item_count++;
				}
			}
			double char_area_size_avg = total_char_area_size / (double)cur_item_count;
			int temp;
			for (int m = 0; m<cur_item_count; m++)
			{
				for (int n = m + 1; n<cur_item_count; n++)
				{
					if (char_area_black_counts[n]<char_area_black_counts[m]){
						temp = char_area_black_counts[n];
						char_area_black_counts[n] = char_area_black_counts[m];
						char_area_black_counts[m] = temp;
					}
				}
			}
			anlyseResultTemp.char_area_black_avg[ii] = -1;
			if (char_area_black_counts[0] * 1.4<char_area_black_counts[cur_item_count - 1] || char_area_black_counts[cur_item_count - 1] * 1.4<char_area_size_avg){
				double t = char_area_black_counts[0] * 1.15;
				double f = 0;
				int count__ = 0;
				for (int l = 0; l<cur_item_count; l++)
				{
					if (t<char_area_black_counts[l]){
						f += char_area_black_counts[l];
						count__++;
					}
				}
				anlyseResultTemp.char_area_black_avg[ii] = f / count__;
			}
		}
		delete[]char_area_black_counts;
		return(0);
	}


	/************************************************************************/
	/* 获取选做题选择项                                                              */
	/************************************************************************/
	int PageIdentify::myGenerateOmrStr(OnlineAnalyseResult& anlyseResultTemp, int count)
	{
		int omr_str_len = 0;
		//标记是否被选中
		SelectType  sel[MAX_ITEM] = { SelectType::UNSELECT };
		int pn = min(MAX_ITEM, count);
		OnlineAnalyseResult::itemResult* results[MAX_ITEM];

		for (int i = 0; i<pn; i++){
			results[i] = &anlyseResultTemp.itemAnalyseResult[i];
		}
		int maxgraynum = -1;
		int mingraynum = 0xffffff;
		for (int i = 0; i<pn; i++)
		{
			if (results[i]->gray_num>maxgraynum)maxgraynum = results[i]->gray_num;
			if (results[i]->gray_num<mingraynum)mingraynum = results[i]->gray_num;
		}
		int selected_num = 0;
		int unselect_num = 0;
		int uncertain_num = 0;
		for (int i = 0; i<pn; i++)
		{
			//被涂面积小于10%
			if (results[i]->gray_num<results[i]->cell_size*0.1){
				sel[i] = UNSELECT;
				unselect_num++;
				continue;
			}
			//面积超过65%
			if (results[i]->gray_num>results[i]->cell_size*0.65){
				sel[i] = SELECTED;
				selected_num++;
				continue;
			}
			//填涂面积相差达%15，将面积不小于最大点填涂面积的总面积%10的涂点视为填涂
			if (maxgraynum - mingraynum>results[i]->cell_size*0.15&&results[i]->gray_num>maxgraynum - results[i]->cell_size*0.1){
				sel[i] = SELECTED;
				selected_num++;
				continue;
			}
			//填涂面积相差达%50，将面积不小于最大点填涂面积的总面积%30的涂点视为填涂
			if (maxgraynum - mingraynum>results[i]->cell_size*0.5&&results[i]->gray_num>maxgraynum - results[i]->cell_size*0.3){
				sel[i] = SELECTED;
				selected_num++;
				continue;
			}
			if (maxgraynum - results[i]->gray_num>results[i]->cell_size*0.2){
				sel[i] = UNSELECT;
				unselect_num++;
				continue;
			}
			sel[i] = UNCERTAIN;
			uncertain_num++;
		}
		identify::result::OMR_QUESTION_STATE question_state = identify::result::OMR_QUESTION_STATE::OMR_QUESTION_STATE_NORMAL;
		if (selected_num>1){
			int maxgrayindex = -1;
			int maxgraynum = -101;
			for (int i = 0; i<pn; i++){
				if (sel[i] == SELECTED){
					if ((results[i]->gray_num - maxgraynum > 100) || (abs(results[i]->gray_num - maxgraynum) <= 100 && results[i]->heidu > results[maxgrayindex]->heidu))
					{
						maxgraynum = results[i]->gray_num;
						maxgrayindex = i;
					}
				}
			}
			for (int i = 0; i<pn; i++){
				if (sel[i] == SELECTED&&i != maxgrayindex){
					sel[i] = UNSELECT;
				}
			}
		}

		for (int i = 0; i<pn; i++){
			if (sel[i] == SELECTED){
				return i;
			}
		}
		return -1;
	}

	//读取选做题选项数据
	int PageIdentify::ReadXuanZuoTi(SchemaPage& schemaPage, SchemaQuestionScore& qs, IplImage * dst)
	{
		if (m_nBxuanxiang == 1){
			auto m_items = qs.item;
			try{
				IdentifyArea *ptr_area = new IdentifyArea(1);
				ptr_area->type = GROUP_TYPE_IDENTIFY::XUANZUOTI;
				IdentifyGroup*ptr_group = ptr_area->get_group_by_index(0);
				if (ptr_group){
					ptr_group->init(qs.countNum, "", false);
					for (int itemindex = 0; itemindex < qs.countNum; itemindex++){
						SchemaItem & item = qs.item[itemindex];
						IdentifyItem*ptr_item = ptr_group->get_item_by_index(itemindex);
						if (ptr_item){
							SchemaItem*ptr_sc_item = &item;
							auto rc = GetCVRect(*ptr_sc_item);
							ptr_item->x = rc.x;
							ptr_item->y = rc.y;
							ptr_item->w = rc.width;
							ptr_item->h = rc.height;
							ptr_item->name[0] = ptr_sc_item->OutChar;
						}
					}
				}
				auto roi = cvGetImageROI(dst);
				cvResetImageROI(dst);
				IplImage*dst_gray_img = cvCreateImage(cvGetSize(dst), IPL_DEPTH_8U, 1);
				cvCvtColor(dst, dst_gray_img, CV_BGR2GRAY);
				//cv::imwrite("d:\\exception.png", cv::cvarrToMat(dst_gray_img));
				int bret = api_ttpd_analysis_part(cv::cvarrToMat(dst_gray_img), ptr_area);
				int n_ret = -1;
				if (ptr_group&&ptr_group->select){
					for (int i = 0; i < ptr_group->item_count; ++i){
						int *ptr_int = ptr_group->select + i;
						auto ptr_tmp = ptr_group->get_item_by_index(i);
						if (*ptr_int == 1 && ptr_tmp){
							n_ret = i;
							break;
						}
					}
				}
				cvSetImageROI(dst, roi);
				delete ptr_area; ptr_area = nullptr;
				cvReleaseImage(&dst_gray_img); dst_gray_img = nullptr;
				return n_ret;
			}
			catch (cv::Exception e){
				const char * er = e.what();
				return -1;
			}
			return -1;
		}
		else{
			int global_background_color_avg = mycaculate_global_background(qs.item, qs.countNum, dst);
			//模糊度，面积，高黑度，平均黑度
			double mo_hu_du, refArea, gao_heidu, avg_gray;
			//黑色像素数，涂点大小
			int grayNum, cellSize;
			//高黑度和
			double topGraySum = 0;
			//高黑度面积
			double topGrayAreaSum = 0;

			OnlineAnalyseResult anlyseResultTemp;
			anlyseResultTemp.backGroundGray = global_background_color_avg;
			anlyseResultTemp.cellAvgGray = 0;
			anlyseResultTemp.cellNum = 0;
			int numTopGray = 0;

			int ret;
			for (int i = 0; i < qs.countNum; i++)
			{
				SchemaItem & item = qs.item[i];
				ret = caculate_cell_property(schemaPage, item, dst, cellSize, refArea, avg_gray, grayNum, mo_hu_du, gao_heidu, anlyseResultTemp.itemAnalyseResult[i].char_area_size, anlyseResultTemp.itemAnalyseResult[i].char_area_black_count, anlyseResultTemp.itemAnalyseResult[i].char_area_avg_gray);
				if (ret != identify::result::IDF_SUCCESS)return ret;
				topGraySum += gao_heidu;
				topGrayAreaSum += refArea;
				numTopGray++;
				anlyseResultTemp.cellAvgGray += static_cast<int>(avg_gray);
				anlyseResultTemp.cellNum++;
				anlyseResultTemp.itemAnalyseResult[i].avg_gray = static_cast<int>(avg_gray);
				anlyseResultTemp.itemAnalyseResult[i].cell_size = cellSize;
				anlyseResultTemp.itemAnalyseResult[i].gray_num = grayNum;
				anlyseResultTemp.itemAnalyseResult[i].heidu = gao_heidu;
				anlyseResultTemp.itemAnalyseResult[i].mohudu = mo_hu_du;
				anlyseResultTemp.itemAnalyseResult[i].xiangdui_mianji = refArea;
				anlyseResultTemp.itemAnalyseResult[i].xiangdui_value = refArea;
			}
			anlyseResultTemp.cellAvgGray = anlyseResultTemp.cellNum > 0 ? anlyseResultTemp.cellAvgGray / anlyseResultTemp.cellNum : 256;
			anlyseResultTemp.avg_heidu = topGrayAreaSum > 0 ? topGraySum / topGrayAreaSum : 6;
			if (numTopGray >= int(schemaPage.itemCount / 5)){
				anlyseResultTemp.float_heidu = anlyseResultTemp.avg_heidu / schemaPage.user_float_heidu;
				anlyseResultTemp.benchmarkBlk = schemaPage.worthwhileBlk + anlyseResultTemp.float_heidu;
			}
			else{
				anlyseResultTemp.benchmarkBlk = numTopGray > 0 ? min(6.0, schemaPage.worthwhileBlk + anlyseResultTemp.avg_heidu / schemaPage.user_float_heidu) : 6;
				anlyseResultTemp.float_heidu = anlyseResultTemp.benchmarkBlk - schemaPage.worthwhileBlk;
			}
			if (numTopGray > 0){
				anlyseResultTemp.avg_heidu = topGrayAreaSum / numTopGray;
				anlyseResultTemp.float_heidu = anlyseResultTemp.avg_heidu / schemaPage.user_float_heidu;
				anlyseResultTemp.benchmarkAreaBlk = anlyseResultTemp.float_heidu;
			}
			else{
				anlyseResultTemp.avg_heidu = 0;
				anlyseResultTemp.float_heidu = 0;
				anlyseResultTemp.benchmarkAreaBlk = 0.1;
			}
			int r = myanalyseOmrPanoramic(anlyseResultTemp, qs.countNum);
			r = myGenerateOmrStr(anlyseResultTemp, qs.countNum);
			return r;
		}
	}


	int PageIdentify::GenerateOmrStr(SchemaPage& schemaPage, string &ret)
	{
		char omr_str[512] = { 0 };
		//标记是否被选中
		SelectType  sel[200] = { SelectType::UNSELECT };

		for (int groupIndex = 0; groupIndex<schemaPage.stuGroupsCount; groupIndex++)
		{
			int omr_str_len = 0;
			memset(sel, UNSELECT, sizeof(sel));
			SchemaGroup& group = schemaPage.stuGroups[groupIndex];
			int pn = min(200, group.itemCount);
			OnlineAnalyseResult::itemResult* results[200];
			SchemaItem* items[200];
			int maxgraynum = -1;
			int mingraynum = 0xffffff;
			for (int i = 0; i<pn; i++){
				results[i] = &anlyseResult.itemAnalyseResult[group.itemIndex[i]];
				items[i] = &m_items[group.itemIndex[i]];
				if (results[i]->gray_num > maxgraynum)maxgraynum = results[i]->gray_num;
				if (results[i]->gray_num < mingraynum)mingraynum = results[i]->gray_num;
			}
			int selected_num = 0;
			int unselect_num = 0;
			int uncertain_num = 0;
			for (int i = 0; i<pn; i++)
			{
				//面积超过65%
				if (results[i]->gray_num>results[i]->cell_size*0.65){
					sel[i] = SELECTED;
					selected_num++;
					continue;
				}

				//填涂面积相差达%20，将面积不小于最大点填涂面积的总面积%10的涂点视为填涂
				if (maxgraynum - mingraynum>results[i]->cell_size*0.2&&results[i]->gray_num>maxgraynum - results[i]->cell_size*0.1){
					sel[i] = SELECTED;
					selected_num++;
					continue;
				}
				//填涂面积相差达%50，将面积不小于最大点填涂面积的总面积%30的涂点视为填涂
				if (maxgraynum - mingraynum>results[i]->cell_size*0.5&&results[i]->gray_num>maxgraynum - results[i]->cell_size*0.3){
					sel[i] = SELECTED;
					selected_num++;
					continue;
				}
				sel[i] = UNCERTAIN;
				uncertain_num++;
			}
			if (group.omr_out_type == OMR_OUT_TYPE::OMR_OUT_TYPE_SINGLE_NONSTRICT){
				if (selected_num > 1){
					int maxgrayindex = -1;
					int maxgraynum = -101;
					int countSel = 0;
					for (int i = 0; i < pn; i++)
					{
						if (sel[i] == SELECTED)
						{
							countSel++;
							if ((results[i]->gray_num - maxgraynum>100) || (abs(results[i]->gray_num - maxgraynum) <= 100 && results[i]->heidu > results[maxgrayindex]->heidu))
							{
								maxgraynum = results[i]->gray_num;
								maxgrayindex = i;
							}

						}
					}
					for (int i = 0; i < pn; i++)
					{
						if (sel[i] == SELECTED&&i != maxgrayindex){
							sel[i] = UNSELECT;
						}
					}
				}
				int out_count = 0;
				for (int i = 0; i < pn; i++)
				{
					if (sel[i] == SELECTED){
						if (out_count > 0)omr_str[omr_str_len++] = schemaPage.option_spacer;
						omr_str[omr_str_len++] = items[i]->OutChar;
						out_count++;
					}
				}

				if (omr_str_len != 1){
					return 1;
				}
				omr_str[omr_str_len] = '\0';
				ret += omr_str;
			}
		}
		return 0;
	}

	//读取缺考标记
	bool PageIdentify::ReadQuekaoFlag(SchemaPage &schemaPage, IplImage * dst)
	{
		if (schemaPage.quekao.width == 0 || schemaPage.quekao.height==0)
		{
			return false;
		}
		if (schemaPage.quekaoLocatePointIndex.size() < 1)
			return false;
		SchemaItem item;
		item.centerx = schemaPage.quekao.centerx;
		item.centery = schemaPage.quekao.centery;
		item.width = schemaPage.quekao.width;
		item.height = schemaPage.quekao.height;

		int cellSize, grayNum, char_area_size, char_area_black_count;
		double refArea, avg_gray, mo_hu_du, gao_heidu, char_area_avg_gray;

		if (schemaPage.itemCount == 0 && schemaPage.stuQuestionLocatePointIndex.size() < 1)
		{
			anlyseResult.backGroundGray = 225;
		}

		int ret = caculate_cell_property(schemaPage, item, dst, cellSize, refArea, avg_gray, grayNum, mo_hu_du, gao_heidu, char_area_size, char_area_black_count, char_area_avg_gray);
		OnlineAnalyseResult anlyseResult;
		anlyseResult.cellAvgGray += static_cast<int>(avg_gray);
		anlyseResult.cellNum++;
		anlyseResult.itemAnalyseResult[0].avg_gray = static_cast<int>(avg_gray);
		anlyseResult.itemAnalyseResult[0].cell_size = cellSize;
		anlyseResult.itemAnalyseResult[0].gray_num = grayNum;
		anlyseResult.itemAnalyseResult[0].heidu = gao_heidu;
		anlyseResult.itemAnalyseResult[0].mohudu = mo_hu_du;
		anlyseResult.itemAnalyseResult[0].xiangdui_mianji = refArea;
		anlyseResult.itemAnalyseResult[0].xiangdui_value = refArea;

		//标记是否被选中
		SelectType  sel = UNSELECT;
		OnlineAnalyseResult::itemResult* results;
		results = &anlyseResult.itemAnalyseResult[0];

		int maxgraynum = -1;
		int mingraynum = 0xffffff;

		if (results->gray_num>maxgraynum)maxgraynum = results->gray_num;
		if (results->gray_num<mingraynum)mingraynum = results->gray_num;

		//面积超过65%
		if (results->gray_num>results->cell_size*0.65){
			sel = SELECTED;
			return true;
		}

		//填涂面积相差达%20，将面积不小于最大点填涂面积的总面积%10的涂点视为填涂
		if (maxgraynum - mingraynum>results->cell_size*0.2&&results->gray_num>maxgraynum - results->cell_size*0.1){
			sel = SELECTED;
			return true;
		}
		//填涂面积相差达%50，将面积不小于最大点填涂面积的总面积%30的涂点视为填涂
		if (maxgraynum - mingraynum>results->cell_size*0.5&&results->gray_num>maxgraynum - results->cell_size*0.3){
			sel = SELECTED;
			return true;
		}
		return false;
	}

	void PageIdentify::DrawSchema(IplImage*dst_img, SchemaPage* & pageSchema)
	{
		// 绘制定位点
		for (std::size_t i = 0; i < pageSchema->questionLocatePoints.size(); i++){
			cvDrawRect(dst_img,
				cvPoint(pageSchema->questionLocatePoints[i].centerx - pageSchema->questionLocatePoints[i].width / 2.0, pageSchema->questionLocatePoints[i].centery - pageSchema->questionLocatePoints[i].height / 2.0),
				cvPoint(pageSchema->questionLocatePoints[i].centerx + pageSchema->questionLocatePoints[i].width / 2.0, pageSchema->questionLocatePoints[i].centery + pageSchema->questionLocatePoints[i].height / 2.0),
				cvScalar(0, 255, 0));
		}
		// 绘制二维码 条形码 
		for (std::size_t i = 0; i < pageSchema->codes.size(); i++){
			cvDrawRect(dst_img,
				cvPoint(pageSchema->codes[i].centerx - pageSchema->codes[i].width / 2.0, pageSchema->codes[i].centery - pageSchema->codes[i].height / 2.0),
				cvPoint(pageSchema->codes[i].centerx + pageSchema->codes[i].width / 2.0, pageSchema->codes[i].centery + pageSchema->codes[i].height / 2.0),
				cvScalar(0, 255, 0));
		}
		// 绘制 
		for (std::size_t i = 0; i < pageSchema->items.size(); i++){
			cvDrawRect(dst_img,
				cvPoint(pageSchema->items[i].centerx - pageSchema->items[i].width / 2.0, pageSchema->items[i].centery - pageSchema->items[i].height / 2.0),
				cvPoint(pageSchema->items[i].centerx + pageSchema->items[i].width / 2.0, pageSchema->items[i].centery + pageSchema->items[i].height / 2.0),
				cvScalar(0, 255, 0));
		}
		// 主观题
		for (std::size_t i = 0; i < pageSchema->question_score.size(); i++){
			if (pageSchema->question_score[i].scoreBox.bXuanZuoTi){
				for (int j = 0; j < pageSchema->question_score[i].countNum; j++){
					cvDrawRect(dst_img,
						cvPoint(pageSchema->question_score[i].item[j].centerx - pageSchema->question_score[i].item[j].width / 2.0, pageSchema->question_score[i].item[j].centery - pageSchema->question_score[i].item[j].height / 2.0),
						cvPoint(pageSchema->question_score[i].item[j].centerx + pageSchema->question_score[i].item[j].width / 2.0, pageSchema->question_score[i].item[j].centery + pageSchema->question_score[i].item[j].height / 2.0),
						cvScalar(0, 255, 0));
				}
			}
			// 绘制打分区域
			int x = pageSchema->question_score[i].scoreBox.pos.x,
				y = pageSchema->question_score[i].scoreBox.pos.y,
				w = pageSchema->question_score[i].scoreBox.pos.w,
				h = pageSchema->question_score[i].scoreBox.pos.h;
			cvDrawRect(dst_img,
				cvPoint(x, y),
				cvPoint(x + w, y + h),
				cvScalar(255, 0, 255));
		}
		// 剪裁区域
		for (std::size_t i = 0; i < pageSchema->cutAreas.size(); ++i)
		{
			cvDrawRect(dst_img,
				cvPoint(pageSchema->cutAreas[i].centerx - pageSchema->cutAreas[i].width / 2.0, pageSchema->cutAreas[i].centery - pageSchema->cutAreas[i].height / 2.0),
				cvPoint(pageSchema->cutAreas[i].centerx + pageSchema->cutAreas[i].width / 2.0, pageSchema->cutAreas[i].centery + pageSchema->cutAreas[i].height / 2.0),
				cvScalar(0, 255, 0));
		}
		// 学号
		for (std::size_t i = 0; i < pageSchema->stuItems.size(); i++){
			cvDrawRect(dst_img,
				cvPoint(pageSchema->stuItems[i].centerx - pageSchema->stuItems[i].width / 2.0, pageSchema->stuItems[i].centery - pageSchema->stuItems[i].height / 2.0),
				cvPoint(pageSchema->stuItems[i].centerx + pageSchema->stuItems[i].width / 2.0, pageSchema->stuItems[i].centery + pageSchema->stuItems[i].height / 2.0),
				cvScalar(0, 255, 0));
		}

		//缺考标识
		if (pageSchema->quekaoLocatePointIndex.size()>0){
			cvDrawRect(dst_img,
				cvPoint(pageSchema->quekao.centerx - pageSchema->quekao.width / 2.0, pageSchema->quekao.centery - pageSchema->quekao.height / 2.0),
				cvPoint(pageSchema->quekao.centerx + pageSchema->quekao.width / 2.0, pageSchema->quekao.centery + pageSchema->quekao.height / 2.0),
				cvScalar(0, 0, 255));

		}
	}
}