Zou XiKun / left_over

// svibe.cpp : 定义控制台应用程序的入口点。
#include <stdio.h>
#include <stddef.h>
#include "svibe.h"
#include "stdlib.h"
#include "math.h"
#include "string.h"
#include "MSRegionSurveilance.h" 

#include "gaussFilte.h"
#include <fstream>
#include <algorithm>
#include "help.h"
//#include "vpt.h"
/************************************************************************/
/* 函数: get_ArrowDir()		by zl										*/
/* 作用: 获取方向和用于绘制箭头的两个端点；								*/
/* 参数:  pROI0&pROI1：拌线两个端点；									*/
/*		 dir：确定单向警报方向的坐标点；								*/
/* 返回: 1:正方向；0:负方向												*/
/************************************************************************/
int RegionSurveillance::get_ArrowDir(CMPoint pROI0, CMPoint pROI1, CMPoint dir)
{

	float distance = (float)abs(pROI0.y - pROI1.y);
	//获取方向
	float k1, k2;  //k1为原线段的斜率

	if (pROI0.y > pROI1.y)	//在拌线靠近图像下方的端点处画箭头
	{
		pStart.x = pROI0.x;					
		pStart.y = pROI0.y;
	}
	else
	{
		pStart.x = pROI1.x;					
		pStart.y = pROI1.y;
	}

	if (pROI0.x != pROI1.x)	//若不为一根垂直线
	{
		k1 = (float)(pROI0.y - pROI1.y) / (float)(pROI0.x - pROI1.x);
		if (k1 != 0)		//若不为一根平行线
		{
			k2 = -1 / k1;
			
			
			float b = pROI1.y - k1 * pROI1.x;//y = kx + b 坐标系一图像左上顶点为原点，向右为x正方形 向下为y正方向
			if ((k1 < 0 && (float)((float)dir.y - k1 * (float)dir.x - b) < 0)||(k1 > 0 && (float)((float)dir.y - k1 * (float)dir.x - b) > 0))
			{
				if (distance < 30) //当两点y值差异较小时，垂线比较陡 若减去20 可能导致箭头太长
				{
					pEnd.x = pStart.x - 2; 
				}
				else
					pEnd.x = pStart.x - 20; 
			}
			else
			{
				if (distance < 30)
				{
					pEnd.x = pStart.x + 2;
				}
				else
					pEnd.x = pStart.x + 20; 
			}
			pEnd.y = (int)((pEnd.x - pStart.x) * k2 + pStart.y);
		}
		else				//若为水平线
		{
			pEnd.x = pStart.x;
			if (dir.y > pStart.y)
				pEnd.y = pStart.y + 20;
			else
				pEnd.y = pStart.y - 20;

		}

	}
	else					//若为垂直线
	{
		pEnd.y = pStart.y;
		if (dir.x > pStart.x)
			pEnd.x = pStart.x + 20;
		else
			pEnd.x = pStart.x - 20;
	}
	//防止越界
	pEnd.x = pEnd.x >= 0 ? pEnd.x : 0;
	pEnd.x = pEnd.x <= GlobelWidth ? pEnd.x : GlobelWidth;
	pEnd.y = pEnd.y >= 0 ? pEnd.y : 0;
	pEnd.y = pEnd.y <= GlobelHeight ? pEnd.y : GlobelHeight;

	if (pROI0.x == pROI1.x)	//若为垂直线
	{
		if (pEnd.x > pStart.x)
			return 1;
		else
			return 0;
	}
	else if (k1 <= 0)	//若不为垂直线且斜率小于等于0（含水平线情况）
	{
		if ((pStart.x != pEnd.x && pEnd.x > pStart.x) || (pStart.x == pEnd.x && pEnd.y > pStart.y))
			return 0;
		else
			return 1;
	}
	else
	{
		if ((pStart.x != pEnd.x && pEnd.x > pStart.x) || (pStart.x == pEnd.x && pEnd.y > pStart.y))
			return 1;
		else
			return 0;
	}
}

/******************************************************************************
* Function:        RSinit
* Description:     MaskImgData内存非配及VIBE 模型初始化
* Calls:           VibeModelInitC3
* Called By:       main
* Input:           nWidth          图像宽度
                   nHeight         图像高度
				   frameImgData    图像RGB
* Output:          vbM             VIBE 模型
* Return:          0 输入通道参数不合理       1 正常
*******************************************************************************/

int RegionSurveillance::RSinit(int nWidth, int nHeight, int widthstep, unsigned char* frameImgData, 
	int nChannel, int nChannel_deal, bool nfiltFlag, int minArea, int maxArea)
{

	if(nWidth < 600 || nHeight < 300)		//如果尺寸过小 修改vibe参数
		VBPARAM = new VIBEPARAM(35, 18);
	else
		VBPARAM = new VIBEPARAM(20, 35);
	
	//checkMID：软件许可检测 by zl
    if (/*checkMIDkeySet() == -1 */ checkTime() == -1 || (nChannel != 1 && nChannel != 3) || (nChannel_deal != 1 && nChannel_deal != 3) || (nChannel_deal > nChannel))
    {
		return 0;
    }

	channel_num = nChannel;
	dwGlobalID = 100;
	GlobelWidth = nWidth;
	GlobelHeight = nHeight;
	GlobelWidthstep = widthstep;
	gfiltFlag = nfiltFlag;
	OBJECT_AREA_MIN = minArea;		//默认最大过滤面积为1,000,000	by zl 20160304
	OBJECT_AREA_MAX = maxArea;		//默认最小过滤面积为300	by zl 20160304
	/*
	int widthstep = nWidth * 3;
	if (widthstep % 4)
	{
		widthstep = (widthstep / 4 + 1) * 4;
	}
	*/

	MaskImgData  = (unsigned char*) malloc(sizeof(unsigned char*) * GlobelWidth * GlobelHeight);
	memset(MaskImgData, 0, sizeof(unsigned char*));

	if (!vbM)
	{
		// 初始化模型
		if (nChannel == 3)
		{
			if (nChannel_deal == 3)
			{
				// 高斯模糊
				if (nfiltFlag == 1)
				{
					unsigned char* inputData = NULL;
					inputData = new unsigned char[GlobelWidth * GlobelHeight];
					
					int i = 0;
					while (i < nChannel)
					{
						for (int nheight = 0; nheight < GlobelHeight; nheight++)
						{
							for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
							{
								inputData[nheight * GlobelWidth + nwidth] = frameImgData[nheight * widthstep + nwidth * nChannel + i];
							}
						}

						gaussianFilter(inputData, GlobelWidth, GlobelHeight, gWinSize);

						for (int nheight = 0; nheight < GlobelHeight; nheight++)
						{
							for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
							{
								frameImgData[nheight * widthstep + nwidth * nChannel + i] = inputData[nheight * GlobelWidth + nwidth];
							}
						}
						i++;
					}

					delete[] inputData;
				}

				vbM = VibeModelInitC3(frameImgData);
			} 
			else
			{
				greyImgData  = (unsigned char*) malloc(sizeof(unsigned char*) * GlobelWidth * nHeight);
				memset(greyImgData, 0, sizeof(unsigned char*));
				// 将RGB图像转换为灰度图像
				VibeRGBToGray(frameImgData, greyImgData);

				// 高斯模糊
				if (nfiltFlag == 1)
				{
					unsigned char* inputData = NULL;
					inputData = new unsigned char[GlobelWidth * GlobelHeight];
					
					for (int nheight = 0; nheight < GlobelHeight; nheight++)
					{
						for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
						{
							inputData[nheight * GlobelWidth + nwidth] = greyImgData[nheight * GlobelWidth + nwidth];
						}
					}
					gaussianFilter(inputData, GlobelWidth, GlobelHeight, gWinSize);

					for (int nheight = 0; nheight < GlobelHeight; nheight++)
					{
						for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
						{
							greyImgData[nheight * GlobelWidth + nwidth] = inputData[nheight * GlobelWidth + nwidth];
						}
					}

					delete[] inputData;
				}
				
				vbM = VibeModelInitC1(greyImgData);
			}
		} 
		else
		{
			// 高斯模糊
			if (nfiltFlag == 1)
			{
				unsigned char* inputData = NULL;
				inputData = new unsigned char[GlobelWidth * GlobelHeight];
				
				for (int nheight = 0; nheight < GlobelHeight; nheight++)
				{
					for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
					{
						inputData[nheight * GlobelWidth + nwidth] = frameImgData[nheight * widthstep + nwidth];
					}
				}

				gaussianFilter(inputData, GlobelWidth, GlobelHeight, gWinSize);

				for (int nheight = 0; nheight < GlobelHeight; nheight++)
				{
					for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
					{
						frameImgData[nheight * widthstep + nwidth] = inputData[nheight * GlobelWidth + nwidth];
					}
				}

				delete[] inputData;
			}

			vbM = VibeModelInitC1(frameImgData);
		}	
	}
	
	pConExtraction = new CConExtraction();

	 left_flag = 1; // 逗留标志 0 遗留 1移除

	 maskImg = new unsigned char[nWidth*nHeight];		//膨胀和腐蚀 加速用 
	 memset(maskImg, 0, sizeof(maskImg[0])*nWidth*nHeight);		//膨胀和腐蚀 加速用 

	 return 1;
}


VibeModel_t * RegionSurveillance::VibeModelInitC1(uint8_t *image_data)
{
    int32_t x, y, xNG, yNG, index;

	RandInit();
	RandNeighborInit(GlobelWidth, GlobelHeight);

    vbM = (VibeModel_t *) malloc(sizeof(VibeModel_t)); 
    vbM->width		 = GlobelWidth;
    vbM->height		 = GlobelHeight;
    vbM->nChannel	 = 1;
    vbM->nSample	 = VBPARAM->P_SAMPLES;
    vbM->threshold	 = VBPARAM->P_THRESHOLD;
    vbM->nMatch		 = VBPARAM->P_MATCH;
    vbM->upSpeed	 = VBPARAM->P_UPSPEED;
	vbM->widthstep   = GlobelWidthstep;
	vbM->bg_samples  = (uint8_t *)malloc(vbM->width * vbM->height * vbM->nSample);

	for (y = 0; y < GlobelHeight; y++) 
	{
		for (x = 0; x < GlobelWidth; x++) 
		{
			for (index = 0; index < vbM->nSample; index++) 
			{		
				GetRandNeighborXY(x, y, &xNG, &yNG);
				vbM->bg_samples[y * vbM->width * vbM->nSample + x * vbM->nSample + index] = image_data[yNG * vbM->width + xNG];
			}
		}
	}

	g_frameCount++;
    
    return vbM;
}


/******************************************************************************
* Function:        VibeModelInitC3
* Description:     VIBE模型初始化
* Calls:           RandInit
                   RandNeighborInit
				   GetRandNeighborXY
* Called By:       RSinit
* Input:           image_data     图像RGB
* Output:          g_XNeighborTable             22100012
                   g_YNeighborTable             10001222
				   g_randTable	                65536个随机数
				   g_XTable                     0 0 1 2 3 ... 宽度-1 宽度-1
				   g_YTable						0 0 1 2 3 ... 高度-1 高度-1
* Return:          vbM
*******************************************************************************/
VibeModel_t* RegionSurveillance::VibeModelInitC3(uint8_t *image_data)
{
    int32_t x, y, xNG, yNG, index;
    int32_t image_offset = 0, sample_offset = 0;

	RandInit();
	RandNeighborInit(GlobelWidth, GlobelHeight);

    vbM = (VibeModel_t *) malloc(sizeof(VibeModel_t)); 
    vbM->width		= GlobelWidth;
    vbM->height	    = GlobelHeight;
    vbM->nChannel	= 3;
	vbM->widthstep  = GlobelWidthstep;
    vbM->nSample	= VBPARAM->P_SAMPLES;
    vbM->threshold	= VBPARAM->P_THRESHOLD;
    vbM->nMatch		= VBPARAM->P_MATCH;
    vbM->upSpeed	= VBPARAM->P_UPSPEED;
	vbM->bg_samples = (uint8_t *) malloc(vbM->width * vbM->height * 3 * vbM->nSample);

	for (y = 0; y < GlobelHeight; y++) 
	{
		for (x = 0; x < GlobelWidth; x++) 
		{
			for (index = 0; index < vbM->nSample; index++) 
			{
				GetRandNeighborXY(x, y, &xNG, &yNG);
				sample_offset = ((y * vbM->width * vbM->nSample + x * vbM->nSample + index) << 1) + (y * vbM->width * vbM->nSample + x * vbM->nSample + index);
				image_offset  = ((yNG * vbM->width + xNG) << 1) + (yNG * vbM->width + xNG);

				vbM->bg_samples[sample_offset]     = image_data[image_offset];
				vbM->bg_samples[sample_offset + 1] = image_data[image_offset + 1];
				vbM->bg_samples[sample_offset + 2] = image_data[image_offset + 2];
			}
		}
	}
    
	g_frameCount++;

    return vbM;
}

void RegionSurveillance::VibeModelUpdateC1(VibeModel_t *model, uint8_t *image, uint8_t *output)
{
	int32_t x, y, xNG, yNG, count, index, dist, sampleOffset, imageOffset;
	uint32_t rand;

	for (y = 0; y < model->height; y++) 
	{
		for (x = 0; x < model->width; x++) 
		{
			sampleOffset = y * model->width * model->nSample + x * model->nSample;
			imageOffset  = y * model->width + x;

			// compare pixel to background model
			count = 0; 
			index = 0;
			while ((count < model->nMatch) && (index < model->nSample)) 
			{
				//Euclidean distance computation
				dist = abs(image[imageOffset] - model->bg_samples[sampleOffset + index]);
				if (dist < model->threshold) 
				{
					count++;
				}
				index++;
			}

			// classify pixel and update model
			// foreground
			if (count < model->nMatch)
			{
				output[imageOffset] = VBPARAM->DEFAULT_COLOR_FOREGROUND;

				if (g_frameCount < model->nSample)
				{
					rand = GetRand() % (model->nSample);
					model->bg_samples[sampleOffset + rand] = image[imageOffset];  
					GetRandNeighborXY(x, y, &xNG, &yNG);
					rand = GetRand() % (model->nSample);
					model->bg_samples[yNG * model->width * model->nSample + xNG * model->nSample + rand] = image[imageOffset];
				}
			}
			else
			{
				output[imageOffset] = VBPARAM->DEFAULT_COLOR_BACKGROUND;

				if (g_frameCount < model->nSample)
				{
					rand = GetRand() % (model->nSample);
					model->bg_samples[sampleOffset + rand] = image[imageOffset];  
					GetRandNeighborXY(x, y, &xNG, &yNG);
					rand = GetRand() % (model->nSample);
					model->bg_samples[yNG * model->width * model->nSample + xNG * model->nSample + rand] = image[imageOffset];
				}
				else
				{
					//update current pixel model
					rand = GetRand() % (model->upSpeed);
					if (rand == 0 && left_flag == 1) 
					{
						rand = GetRand() % (model->nSample);
						model->bg_samples[sampleOffset + rand] = image[imageOffset];  
					}
					//update neighboring pixel model
					rand = GetRand() % (model->upSpeed);
					if (rand == 0 && left_flag == 1) 
					{
						GetRandNeighborXY(x, y, &xNG, &yNG);
						rand = GetRand() % (model->nSample);
						model->bg_samples[yNG * model->width * model->nSample + xNG * model->nSample + rand] = image[imageOffset];
					}
				}
			}
		}// end of for x loop
	}// end of for y loop
	
	
	VibeModelDilation2(output, maskImg, model->width, model->height);// 膨胀
	VibeModelErosion2(maskImg, output, model->width, model->height);// 腐蚀
	//未加速版本
	//VibeModelDilation(output, model->width, model->height);// 膨胀
	//VibeModelErosion(output, model->width, model->height);// 腐蚀
	

	g_frameCount++;
}


/******************************************************************************
* Function:        VibeModelUpdateC3
* Description:     VIBE模型更新
* Calls:           GetRand
                   GetRandNeighborXY
				   VibeModelDilation
				   VibeModelErosion
* Called By:       RSDetect
* Input:           model         VBM 模型
                   image         图像RGB
* Output:          output        前景是255 背景是0
                   model         VBM 模型
*******************************************************************************/
void RegionSurveillance::VibeModelUpdateC3(VibeModel_t *model, uint8_t *image, uint8_t *output)
{
	int32_t x, y, xNG, yNG;
	int32_t count, index;
	double dist;
	int32_t sampleOffset, imageOffset;
	uint32_t rand;
	int tmpValue = 0;
	int countArry = 0;

	for (y = 0; y < model->height; y++) 
	{
		for (x = 0; x < model->width; x++) 
		{
			// 当前点对应的模板中的索引
			sampleOffset = ((y * model-> width * model->nSample + x * model->nSample) << 1) + (y * model-> width * model->nSample + x * model->nSample);

			// 当前点对应的RGB中的索引
			imageOffset  = ((y * model->width + x) << 1) + (y * model->width + x);

			// 			if (imageOffset>=(model->width * model->height))
			// 				int sDEBUG=1;

			//compare pixel to background model
			count = 0; 
			index = 0;

			// 如果当前满足阈值的点数小于规定匹配点数 且 当前评估的点数小于20个点
			while ((count < model->nMatch) && (index < model->nSample)) 
			{
				//Euclidean distance computation
				tmpValue = sampleOffset + ((index << 1) + index);
				dist = (double)((image[imageOffset] - model->bg_samples[tmpValue ])*(image[imageOffset] - model->bg_samples[tmpValue])) +
					   (double)((image[imageOffset + 1] - model->bg_samples[tmpValue + 1])*(image[imageOffset + 1] - model->bg_samples[tmpValue+ 1])) +
					   (double)((image[imageOffset + 2] - model->bg_samples[tmpValue + 2])*(image[imageOffset + 2] - model->bg_samples[tmpValue + 2]));
				// 三通道计算距离之和
				//dist = abs(image[imageOffset] - model->bg_samples[tmpValue]) + abs(image[imageOffset + 1] - model->bg_samples[tmpValue + 1])
					 //+ abs(image[imageOffset + 2] - model->bg_samples[tmpValue + 2]);
				// 满足阈值条件的点
				if (dist < model->threshold * model->threshold * 3)
				{
					count++;
				}
		
				index++;
			}

			// 如果当前点为前景
			if (count < model->nMatch)
			{
				output[y * model->width + x] = VBPARAM->DEFAULT_COLOR_FOREGROUND;

				// 前20帧增加模板信息
				if (g_frameCount < model->nSample)
				{
					// 随机更新当前点对应的模板中的某一背景
					rand = GetRand() % (model->nSample);
					tmpValue = sampleOffset + ((rand << 1) +rand );
					model->bg_samples[tmpValue] = image[imageOffset];  
					model->bg_samples[tmpValue + 1] = image[imageOffset + 1];  
					model->bg_samples[tmpValue + 2] = image[imageOffset + 2]; 

					// 同时随机对当前点的某一个相邻点对应的模板中的随机一背景进行更新
					GetRandNeighborXY(x, y, &xNG, &yNG);
					rand = GetRand() % (model->nSample);
					tmpValue = ((yNG * model->width * model->nSample + xNG * model->nSample + rand) << 1)+ (yNG * model->width * model->nSample + xNG * model->nSample + rand);
					model->bg_samples[tmpValue] = image[imageOffset];
					model->bg_samples[tmpValue + 1] = image[imageOffset + 1];
					model->bg_samples[tmpValue + 2] = image[imageOffset + 2];
				}
			}

			// 如果当前点为背景
			else
			{
				output[y * model->width + x] = VBPARAM->DEFAULT_COLOR_BACKGROUND;

				// 对前20帧进行VIBE模板更新（同前景）
				if (g_frameCount < model->nSample)
				{
					//curr
					rand = GetRand() % (model->nSample);
					tmpValue = sampleOffset + ((rand << 1) + rand);
					model->bg_samples[tmpValue] = image[imageOffset];  
					model->bg_samples[tmpValue + 1] = image[imageOffset + 1];  
					model->bg_samples[tmpValue + 2] = image[imageOffset + 2]; 

					//neighbor
					GetRandNeighborXY(x, y, &xNG, &yNG);
					rand = GetRand() % (model->nSample);
					tmpValue = ((yNG * model->width * model->nSample + xNG * model->nSample + rand) << 1) + (yNG * model->width * model->nSample + xNG * model->nSample + rand) ;
					model->bg_samples[tmpValue] = image[imageOffset];
					model->bg_samples[tmpValue + 1] = image[imageOffset + 1];
					model->bg_samples[tmpValue + 2] = image[imageOffset + 2];
				}
				else
				{
					//update current pixel model
					rand = GetRand() % (model->upSpeed);
					if (rand == 0 && left_flag == 1) 
					{
						rand = GetRand() % (model->nSample);
						tmpValue = sampleOffset + ((rand << 1) + rand);
						model->bg_samples[tmpValue] = image[imageOffset];  
						model->bg_samples[tmpValue + 1] = image[imageOffset + 1];  
						model->bg_samples[tmpValue + 2] = image[imageOffset + 2];  
					}

					//update neighboring pixel model
					// 满足条件才进行背景更新（为了提速）
					rand = GetRand() % (model->upSpeed);
					if (rand == 0 && left_flag == 1) 
					{
						GetRandNeighborXY(x, y, &xNG, &yNG);
						rand = GetRand() % (model->nSample);
						tmpValue = ((yNG * model->width * model->nSample + xNG * model->nSample + rand) << 1) + (yNG * model->width * model->nSample + xNG * model->nSample + rand);
						model->bg_samples[tmpValue] = image[imageOffset];
						model->bg_samples[tmpValue + 1] = image[imageOffset + 1];
						model->bg_samples[tmpValue + 2] = image[imageOffset + 2];
					}
				}

				///////////////////////////////////////////////////////////////////////////////////////////////
				//bkImageData[imageOffset] =(bkImageData[imageOffset] + image[imageOffset]) >> 1;
				//bkImageData[imageOffset + 1] =(bkImageData[imageOffset + 1] + image[imageOffset + 1]) >> 1;
				//bkImageData[imageOffset + 2] =(bkImageData[imageOffset + 2] + image[imageOffset + 2]) >> 1;
				///////////////////////////////////////////////////////////////////////////////////////////////
			}

		}// end of for x loop
	}// end of for y loop


	//VibeModelDilation(output, model->width, model->height);	// 膨胀
	//VibeModelErosion(output, model->width, model->height);// 腐蚀

	VibeModelDilation2(output, maskImg, model->width, model->height);	// 加速 膨胀
	VibeModelErosion2(maskImg, output, model->width, model->height);		//  加速 膨胀

	//VibeModelErosion(output,model->width,model->height);

	g_frameCount++;
	//VibeModelGetTrace(output,image,model->width,model->height,model->widthstep);
}

#include <opencv2/opencv.hpp>


void RegionSurveillance::RSinit_backgroud(int nWidth, int nHeight, int channels, unsigned char* frameImgData)
{
	pConExtraction->InitBackgroud(frameImgData, nWidth, nHeight, channels);
}

void RegionSurveillance::RSDetect(unsigned char* frameImgData, RegionInfo* pRegionInfo)
{
	/*     
	int widthstep = nWidth * 3;
	if (widthstep % 4)
	{
		widthstep = (widthstep / 4 + 1) * 4;
	}
	*/

	// 获得当前帧的前景和背景（前景255 背景0）同时对VIBE模板进行更新
	//VibeModelUpdateC3(vbM, frameImgData, greyImgData, MaskImgData);
	
	//if (vbM->nChannel == 3)
	//{
	//	// 高斯模糊
	//	if (gfiltFlag == 1)
	//	{
	//		unsigned char* inputData = NULL;
	//		inputData = new unsigned char[GlobelWidth * GlobelHeight];

	//		int i = 0;
	//		while (i < 3)
	//		{
	//			for (int nheight = 0; nheight < GlobelHeight; nheight++)
	//			{
	//				for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
	//				{
	//					inputData[nheight * GlobelWidth + nwidth] = frameImgData[nheight * GlobelWidthstep + nwidth * 3 + i];
	//				}
	//			}

	//			gaussianFilter(inputData, GlobelWidth, GlobelHeight, gWinSize);

	//			for (int nheight = 0; nheight < GlobelHeight; nheight++)
	//			{
	//				for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
	//				{
	//					frameImgData[nheight * GlobelWidthstep + nwidth * 3 + i] = inputData[nheight * GlobelWidth + nwidth];
	//				}
	//			}
	//			i++;
	//		}

	//		delete[] inputData;
	//	}

	//	VibeModelUpdateC3(vbM, frameImgData, MaskImgData);
	//} 
	//else
	//{
	//	if (channel_num == 3)
	//	{
	//		// 将RGB图像转换为灰度图像
	//		VibeRGBToGray(frameImgData, greyImgData);

	//		// 高斯模糊
	//		if (gfiltFlag == 1)
	//		{
	//			unsigned char* inputData = NULL;
	//			inputData = new unsigned char[GlobelWidth * GlobelHeight];
	//			
	//			for (int nheight = 0; nheight < GlobelHeight; nheight++)
	//			{
	//				for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
	//				{
	//					inputData[nheight * GlobelWidth + nwidth] = greyImgData[nheight * GlobelWidth + nwidth];
	//				}
	//			}

	//			gaussianFilter(inputData, GlobelWidth, GlobelHeight, gWinSize);

	//			for (int nheight = 0; nheight < GlobelHeight; nheight++)
	//			{
	//				for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
	//				{
	//					greyImgData[nheight * GlobelWidth + nwidth] = inputData[nheight * GlobelWidth + nwidth];
	//				}
	//			}
	//		
	//			delete[] inputData;
	//		}
	//		
	//		VibeModelUpdateC1(vbM, greyImgData, MaskImgData);
	//	} 
	//	else
	//	{
	//		// 高斯模糊
	//		if (gfiltFlag == 1)
	//		{
	//			unsigned char* inputData = NULL;
	//			inputData = new unsigned char[GlobelWidth * GlobelHeight];

	//			for (int nheight = 0; nheight < GlobelHeight; nheight++)
	//			{
	//				for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
	//				{
	//					inputData[nheight * GlobelWidth + nwidth] = frameImgData[nheight * GlobelWidthstep + nwidth];
	//				}
	//			}

	//			gaussianFilter(inputData, GlobelWidth, GlobelHeight, gWinSize);

	//			for (int nheight = 0; nheight < GlobelHeight; nheight++)
	//			{
	//				for (int nwidth = 0; nwidth < GlobelWidth; nwidth++)
	//				{
	//					frameImgData[nheight * GlobelWidthstep + nwidth] = inputData[nheight * GlobelWidth + nwidth];
	//				}
	//			}
	//			delete[] inputData;
	//		}

	//		VibeModelUpdateC1(vbM, frameImgData, MaskImgData);
	//	}

	//	//VibeModelUpdateC1(vbM, greyImgData, MaskImgData);
	//}
	

	
	//  显示二值图像
	/*CvSize a;
	a.width = GlobelWidth;
	a.height = GlobelHeight;
	IplImage *im = cvCreateImage(a, 8, 1);
	im->imageData = (char*)MaskImgData;
	cvShowImage("L2", im);
	cvWaitKey(0);*/
	


		/*{
		cv::Mat tmp_image(GlobelHeight, GlobelWidth, cv::CV_8UC3, pRGBIn);
		cv::imshow("res", tmp_image);
		cv::waitKey(1);

		}*/

	//get trace
	VibeModelGetTrace(MaskImgData, frameImgData, pRegionInfo);
}


/******************************************************************************
* Function:        VibeModelDilation
* Description:     VIBE模型膨胀（如果当前点为前景或者当前点的邻域中有一个为前景，则当前点位前景）
* Called By:       VibeModelUpdateC3
* Input:           inputdata     当前图像前景背景（前景为255 背景为0）
                   width         图像宽度
				   height        图像高度
* Output:          inputdata     膨胀后当前图像前景背景
*******************************************************************************/
void RegionSurveillance::VibeModelDilation(unsigned char* inputdata, int width, int height)
{
	int i, j;

	//sum = height * width * sizeof(unsigned char);
	//unsigned char *tmpdata = (unsigned char*) malloc(sum);
	//memcpy((unsigned char*)tmpdata, (unsigned char*)inputdata, sum);

	for (i = 1; i < height - 1; i++)
	{
		for (j = 1; j < width - 1; j++)
		{
			if (inputdata[i * width + j] == 255)
			{
			} 
			else
			{
				if (inputdata[(i - 1) * width + j - 1] == 255 || inputdata[(i - 1) * width + j] == 255 || inputdata[(i - 1) * width + j + 1] == 255 || 
					inputdata[i * width + j - 1] == 255 || inputdata[i * width + j + 1] == 255 ||
					inputdata[(i + 1) * width + j - 1] == 255 || inputdata[(i + 1) * width + j] == 255 || inputdata[(i + 1) * width + j + 1] == 255)
				{
					inputdata[i * width + j] = 250;
				}
			}
		}
	}


	for (i = 1; i < height - 1; i++)
	{
		for (j = 1; j < width - 1; j++)
		{
			if (inputdata[i * width + j] == 250)
			{
				inputdata[i * width + j] = 255;
			}
		}
	}
}

/******************************************************************************
* Function:        VibeModelErosion
* Description:     VIBE模型腐蚀（如果当前点或当前点的某一个邻域中有一个点为背景，则当前为背景）
* Called By:       VibeModelUpdateC3
* Input:           inputdata     当前图像前景背景（前景为255 背景为0）
                   width         图像宽度
				   height        图像高度
* Output:          inputdata     腐蚀后当前图像前景背景
*******************************************************************************/
void RegionSurveillance::VibeModelErosion(unsigned char* inputdata, int width, int height)
{
	int i, j;

	//sum = height * width * sizeof(unsigned char);
	//unsigned char *tmpdata = (unsigned char*) malloc(sum);
	//memcpy((unsigned char*) tmpdata, (unsigned char*) inputdata, sum);

	for (i = 1; i < height - 1; i++)
	{
		for (j = 1; j < width - 1; j++)
		{
			if (inputdata[i * width + j] == 0)
			{
			} 
			else
			{
				if (inputdata[(i - 1) * width + j - 1] == 0 || inputdata[(i - 1) * width + j] == 0 || inputdata[(i - 1) * width + j + 1] == 0 || 
					inputdata[i * width + j - 1] == 0 || inputdata[i * width + j + 1] == 0 ||
					inputdata[(i + 1) * width + j - 1] == 0 || inputdata[(i + 1) * width + j] == 0 || inputdata[(i + 1) * width + j + 1] == 0)
				{
					inputdata[i * width + j] = 5;
				}
			}
		}
	}


	for (i = 1; i < height - 1; i++)
	{
		for (j = 1; j < width - 1; j++)
		{
			if (inputdata[i * width + j] == 5)
			{
				inputdata[i * width + j] = 0;
			}
		}
	}
}


void RegionSurveillance::VibeModelDilation2(unsigned char* inputdata,unsigned char *output, int width,int height)
{
	memset(output, 0, sizeof(output[0])*width*height);
	if (width<32 || height<32 || inputdata==NULL || output==NULL)
		return;
	unsigned char *src = inputdata;
	unsigned char *dst = output;

	//memcpy(output, inputdata, width*height);
	for (int i=0; i<height; i++) {
		output[i*width+0] = 0;
		output[i*width+width-1] = 0;
	}
	for (int j=0; j<width; j++) {
		output[j] = 0;
		output[(height-1)*width+j]=0;
	}
	for (int i=1; i<height-1; i++)
	{
		src = inputdata + i*width;
		dst = output + i*width;
		for (int j = 1; j < width - 16; j += 16)
		{
			// 2 unaligned loads.                                                 
			__m128i m = _mm_loadu_si128((const __m128i*)(src + j ));
			m = _mm_max_epu8(m, _mm_loadu_si128((const __m128i*)(src + j - 1 - width)));
			m = _mm_max_epu8(m, _mm_loadu_si128((const __m128i*)(src + j + 1)));
			m = _mm_max_epu8(m, _mm_loadu_si128((const __m128i*)(src + j - width)));
			m = _mm_max_epu8(m, _mm_loadu_si128((const __m128i*)(src + j + 1 - width)));

			// 3 aligned loads: more efficient.                                       
			m = _mm_max_epu8(m, _mm_loadu_si128((const __m128i*)(src + j -1)));

			m = _mm_max_epu8(m, _mm_loadu_si128((const __m128i*)(src + j + width)));		
			m = _mm_max_epu8(m, _mm_loadu_si128((const __m128i*)(src + j -1 + width)));		
			m = _mm_max_epu8(m, _mm_loadu_si128((const __m128i*)(src + j +1 + width)));		
			// Store the result in the destination image.
			_mm_storeu_si128((__m128i*)(dst + j), m);
		}
	}

}
void RegionSurveillance::VibeModelErosion2(unsigned char* inputdata,unsigned char *output, int width,int height)
{
	memset(output, 0, sizeof(output[0])*width*height);
	if (width<32 || height<32 || inputdata==NULL || output==NULL)
		return;
	unsigned char *src = inputdata;
	unsigned char *dst = output;

	//memcpy(output, inputdata, width*height);
	for (int i=0; i<height; i++) {
		output[i*width+0] = 0;
		output[i*width+width-1] = 0;
	}
	for (int j=0; j<width; j++) {
		output[j] = 0;
		output[(height-1)*width+j]=0;
	}
	for (int i=1; i<height-1; i++)
	{
		src = inputdata + i*width;
		dst = output + i*width;
		for (int j = 1; j < width - 16; j += 16)
		{
			// 2 unaligned loads.                                                 
			__m128i m = _mm_loadu_si128((const __m128i*)(src + j ));
			m = _mm_min_epu8(m, _mm_loadu_si128((const __m128i*)(src + j - 1 - width)));
			m = _mm_min_epu8(m, _mm_loadu_si128((const __m128i*)(src + j + 1)));
			m = _mm_min_epu8(m, _mm_loadu_si128((const __m128i*)(src + j - width)));
			m = _mm_min_epu8(m, _mm_loadu_si128((const __m128i*)(src + j + 1 - width)));

			// 3 aligned loads: more efficient.                                       
			m = _mm_min_epu8(m, _mm_loadu_si128((const __m128i*)(src + j -1)));

			m = _mm_min_epu8(m, _mm_loadu_si128((const __m128i*)(src + j + width)));		
			m = _mm_min_epu8(m, _mm_loadu_si128((const __m128i*)(src + j -1 + width)));		
			m = _mm_min_epu8(m, _mm_loadu_si128((const __m128i*)(src + j +1 + width)));		
			// Store the result in the destination image.
			_mm_storeu_si128((__m128i*)(dst + j), m);
		}
	}

}


//按照中心点的位置进行排序 by zl
void RegionSurveillance::SortForeground(vector<CForeground> &ForegroundArray)
{
	std::sort(ForegroundArray.begin(),ForegroundArray.end(), SortByPoint);  
}

/******************************************************************************
* Function:        VibeModelGetTrace
* Description:     
* Calls：          ExtractContours
* Called By:       RSDetect
* Input:           pSourceImg    当前图像前景背景（前景为255 背景为0）
                   pRGBIn        当前图像RGB
                   width         图像宽度
				   height        图像高度
				   widthStep     图像RGB step
* Output:          pRGBIn        将前景描绘过的RGB
                   m_TargetArray 
							m_ptArray 与当前目标匹配成功的所有前景的中心点
							m_VectorDirection  当前目标与之前目标的向量
							//m_VectorDirectionNormal dx/sqrt(dx^2+dy^2)  dy/sqrt(dx^2+dy^2)
							m_CurRefPoint  目标的中心点位置（不断更新，取5个的平均值）
							m_LastRefPoint 目标之前的中心点位置（不断更新，取5个的平均值）
							m_PredictionBasePoint 最后一个匹配点中心位置
							m_PredictionPoint 下一帧的预测位置
							m_bHaveDirection  当前目标是否已经计算过方向 true是 flase否
						    m_dwLostFrame   距当前帧未匹配到的数目（用来判断是否目标丢失）
							m_dwID  ID 用来对不同的前景绘图时进行颜色上的区分
							m_dwBestMatch  匹配到当前帧的前景序号
							m_bCalc  标志目标序列在当前帧中是否匹配到 true匹配到  false未匹配到
							m_AlarmState 报警状态 false否  true报警
							m_AlarmNum 报警编号 
							//m_TarBox 目标的外接矩形
*******************************************************************************/
#include <opencv2/opencv.hpp>

void RegionSurveillance::VibeModelGetTrace(unsigned char* pSourceImg, unsigned char* pRGBIn, RegionInfo* pRegionInfo)
{
	//cv::Mat image2(GlobelHeight, GlobelWidth, CV_8UC1, pRGBIn);

	/*
	memset(regionAlarm, 0, sizeof(bool) * MAXROINUM);
	*/
	vector<CForeground> ForegroundArray;

	int m_dwFrameDist = 11;
	int m_dwFrameWnd = 5;
	int m_MaxDistance = 20;
	int m_InitMaxDistance =20;
	int m_dwMaxLost = 100;
	int m_dwMinFrame = 6;
	int dwTargetSize = 0;
	CForeground testTarget; // testForgroundArray 中的testTarget

	//前景图集合-zhm
	vector<CContour> foreContours; 
	
	
	
	// 满足条件的（像素点 面积等条件100）前景外接矩形
	if (channel_num == 3)
	{
		foreContours = pConExtraction->ExtractContours(pSourceImg, GlobelWidth, GlobelHeight, GlobelWidthstep / 3);
	} 
	else
	{
		//foreContours = pConExtraction->ExtractContours_Canny(pRGBIn, GlobelWidth, GlobelHeight, GlobelWidthstep);
		//foreContours = pConExtraction->ExtractContours(pSourceImg, GlobelWidth, GlobelHeight, GlobelWidthstep);
		foreContours = pConExtraction->ExtractContours_PixelSub(pRGBIn, GlobelWidth, GlobelHeight, GlobelWidthstep);
	}

	//轨迹匹配-zhm
	// 进一步在foreContours的基础上对前景外接矩形的面积进行筛选 将满足面积大于300的外接矩形添入ForegroundArray中
 	int forNum = foreContours.size();
	
 	for (int i = 0; i < forNum; i++)
 	{
 		//tmp_Contour = foreContours[i];
  		testTarget.m_rtConnect.left = foreContours[i].left;
  		testTarget.m_rtConnect.right = foreContours[i].right;
  		testTarget.m_rtConnect.top = foreContours[i].top;
  		testTarget.m_rtConnect.bottom = foreContours[i].bottom;
  		testTarget.m_ptCenter.x = (testTarget.m_rtConnect.left + testTarget.m_rtConnect.right) / 2;
  		testTarget.m_ptCenter.y = (testTarget.m_rtConnect.top + testTarget.m_rtConnect.bottom) / 2;

		//大于最小过滤面积且小于最大过滤面积	by zl 20160304
		int targetArea = abs((testTarget.m_rtConnect.left - testTarget.m_rtConnect.right) * (testTarget.m_rtConnect.top - testTarget.m_rtConnect.bottom));
		if ( targetArea > OBJECT_AREA_MIN && targetArea < OBJECT_AREA_MAX)
		{
			ForegroundArray.push_back(testTarget); 
		}
 	}
	



	if (ForegroundArray.size() > 0)	//前景库不空则排序处理 by zl 20160307
	{
		SortForeground(ForegroundArray);

		/*for (int i = 0; i < ForegroundArray.size(); i++)
		{
			printf("i=%d l=%d t=%d r=%d b=%d\n", i, ForegroundArray[i].m_rtConnect.left, ForegroundArray[i].m_rtConnect.top,
				ForegroundArray[i].m_rtConnect.right, ForegroundArray[i].m_rtConnect.bottom);
		}*/

		MergeNeighborBox(ForegroundArray);

	/*	for (int i = 0; i < ForegroundArray.size(); i++)
		{
			printf("i=%d l=%d t=%d r=%d b=%d\n", i, ForegroundArray[i].m_rtConnect.left, ForegroundArray[i].m_rtConnect.top,
				ForegroundArray[i].m_rtConnect.right, ForegroundArray[i].m_rtConnect.bottom);
		}*/

		DislodgeOverlapBox(ForegroundArray);
	}


	//20140305
	foreContours.clear();
	vector<CContour>().swap(foreContours);
	{
		std::vector<CContour>tmp = foreContours;
		foreContours.swap(tmp);
	}

	
	//  memory leak for 1 block

	//判断是否帧内目标丢失，若丢失dwTargetSize自减 
	vector<CTarget>::size_type countn = 0;
	int dwStep = GlobelWidthstep;
	/////////////////////////////////////////////////////////////////////////////////////////
	dwTargetSize = m_TargetArray.size();
	for (int i = 0; i < dwTargetSize; i++, countn++)
	{
		// 若已经超过100帧未出现该前景 则将该前景从m_TargetArray中删除
		if (m_TargetArray[i].m_dwLostFrame++ > m_dwMaxLost)
		{
			m_TargetArray.erase(m_TargetArray.begin() + countn);
			dwTargetSize--;
			i--;
			countn--;
		}
		else
		{
			m_TargetArray[i].m_bCalc = false;
			m_TargetArray[i].m_dwBestMatch = -1;
		}
	}   

	// Calculate distance matrix and determine every target's best match

	int dwForegroundCount = ForegroundArray.size(); 


	//m_TargetArray.clear();
	dwTargetSize = m_TargetArray.size();
	double * pDistanceMatrix = new double[dwForegroundCount * dwTargetSize];

	// 将每一个目标和该帧中的前景进行匹配
	for (int i = 0; i < dwTargetSize; i++)
	{
		//CMPointDouble directionPre;
		double Distance = m_TargetArray[i].m_bHaveDirection ? m_MaxDistance : m_InitMaxDistance;
		for (int j = 0; j < dwForegroundCount; j++)
		{
			//directionPre.x = ForegroundArray[j].m_ptCenter.x - m_TargetArray[i].m_CurRefPoint.x;
			//directionPre.y = ForegroundArray[j].m_ptCenter.y - m_TargetArray[i].m_CurRefPoint.y;
			pDistanceMatrix[i * dwForegroundCount + j] = 
				sqrt((ForegroundArray[j].m_ptCenter.x - m_TargetArray[i].m_PredictionPoint.x) * 
				       (ForegroundArray[j].m_ptCenter.x - m_TargetArray[i].m_PredictionPoint.x) + 
				       (ForegroundArray[j].m_ptCenter.y - m_TargetArray[i].m_PredictionPoint.y) * 
 				       (ForegroundArray[j].m_ptCenter.y - m_TargetArray[i].m_PredictionPoint.y));
			/*
			double directionResult = m_TargetArray[i].m_VectorDirectionNormal.cx * directionPre.x
				+ m_TargetArray[i].m_VectorDirectionNormal.cy * directionPre.y;
			*/
			if (pDistanceMatrix[i * dwForegroundCount + j] <= Distance )	//&& directionResult >= 0
			{
				Distance = pDistanceMatrix[i * dwForegroundCount + j];
				m_TargetArray[i].m_dwBestMatch = j;
				m_TargetArray[i].m_TarBox = ForegroundArray[j].m_rtConnect;
			}
		}
	}
	// no leak after --> //delete []pDistanceMatrix;
	
	/////////////////////////////////////////////////////////////////////////////////////////////////////
	m_FinalArray.clear();

	// Tracking and draw
	// 对当前帧的每一个前景与目标进行匹配
	bool left_flag_c = 1;
	for (int i = 0; i < dwForegroundCount; i++)
	{
		int dwBestMatch = -1;
		double Distance = m_MaxDistance > m_InitMaxDistance ? m_MaxDistance : m_InitMaxDistance;
		for (int j = 0; j < dwTargetSize; j++)
		{
			if (m_TargetArray[j].m_bHaveDirection)
			{
				if (pDistanceMatrix[j * dwForegroundCount + i] <= Distance && 
					pDistanceMatrix[j * dwForegroundCount + i] <= m_MaxDistance)
				{
					Distance = pDistanceMatrix[j * dwForegroundCount + i];
					dwBestMatch = j;
				}
			}
			else
			{
				if (pDistanceMatrix[j * dwForegroundCount + i] <= Distance && 
					pDistanceMatrix[j * dwForegroundCount + i] <= m_InitMaxDistance)
				{
					Distance = pDistanceMatrix[j * dwForegroundCount + i];
					dwBestMatch = j;
				}
			}
		}
		//m_TargetArray.clear();
		// 如果匹配成功  m_TargetArray[dwBestMatch].m_ptArray.size() !=500？？？？？？？？？？？？？？？？？？？？？？不理解为什么不能等于500
		if (dwBestMatch >= 0 && m_TargetArray[dwBestMatch].m_dwBestMatch == i && m_TargetArray[dwBestMatch].m_ptArray.size() < 500) 
		{
			// Find it
			m_TargetArray[dwBestMatch].m_bCalc = true;
			//m_TargetArray[dwBestMatch].m_AlarmState = false;
			//m_TargetArray[dwBestMatch].m_AlarmState1 = false;
			//m_TargetArray[dwBestMatch].m_AlarmState2 = false;
			//m_TargetArray[dwBestMatch].m_AlarmState3 = false;
			//m_TargetArray[dwBestMatch].m_AlarmState4 = false;
			//m_TargetArray[dwBestMatch].m_AlarmState5 = false;
			m_TargetArray[dwBestMatch].m_dwLostFrame = 0;
			m_TargetArray[dwBestMatch].m_ptArray.push_back(ForegroundArray[i].m_ptCenter);

			// Update current reference point
			int dwPointCount = m_TargetArray[dwBestMatch].m_ptArray.size();

			m_TargetArray[dwBestMatch].m_CurRefPoint.x += (double)ForegroundArray[i].m_ptCenter.x / m_dwFrameWnd;
			m_TargetArray[dwBestMatch].m_CurRefPoint.y += (double)ForegroundArray[i].m_ptCenter.y / m_dwFrameWnd;
			if (dwPointCount > m_dwFrameWnd)
			{
				m_TargetArray[dwBestMatch].m_CurRefPoint.x -= 
					(double) m_TargetArray[dwBestMatch].m_ptArray[dwPointCount - m_dwFrameWnd - 1].x / m_dwFrameWnd;
				m_TargetArray[dwBestMatch].m_CurRefPoint.y -= 
					(double) m_TargetArray[dwBestMatch].m_ptArray[dwPointCount - m_dwFrameWnd - 1].y / m_dwFrameWnd;
			}

			// Update last reference point
			// 如果与目标匹配成功的前景达到一定数量
			if (dwPointCount > m_dwFrameDist)
			{
				// 目标之前的中心点位置（5帧帧平均）
				m_TargetArray[dwBestMatch].m_LastRefPoint.x += 
					(double) m_TargetArray[dwBestMatch].m_ptArray[dwPointCount - m_dwFrameDist - 1].x / m_dwFrameWnd;
				m_TargetArray[dwBestMatch].m_LastRefPoint.y += 
					(double) m_TargetArray[dwBestMatch].m_ptArray[dwPointCount - m_dwFrameDist - 1].y / m_dwFrameWnd;
				if (dwPointCount >= m_dwFrameDist + m_dwFrameWnd)
				{
					if (dwPointCount > m_dwFrameDist + m_dwFrameWnd)
					{
						m_TargetArray[dwBestMatch].m_LastRefPoint.x -= 
							(double) m_TargetArray[dwBestMatch].m_ptArray[dwPointCount - m_dwFrameDist - m_dwFrameWnd - 1].x / m_dwFrameWnd;
						m_TargetArray[dwBestMatch].m_LastRefPoint.y -= 
							(double) m_TargetArray[dwBestMatch].m_ptArray[dwPointCount - m_dwFrameDist - m_dwFrameWnd - 1].y / m_dwFrameWnd;
					}

					// Calculate direction
					m_TargetArray[dwBestMatch].m_bHaveDirection = true;
					m_TargetArray[dwBestMatch].m_PredictionBasePoint = m_TargetArray[dwBestMatch].m_CurRefPoint;
					m_TargetArray[dwBestMatch].m_VectorDirection.cx = 
						(m_TargetArray[dwBestMatch].m_CurRefPoint.x - m_TargetArray[dwBestMatch].m_LastRefPoint.x) / m_dwFrameDist;
					m_TargetArray[dwBestMatch].m_VectorDirection.cy = 
						(m_TargetArray[dwBestMatch].m_CurRefPoint.y - m_TargetArray[dwBestMatch].m_LastRefPoint.y) / m_dwFrameDist;
					/*
					m_TargetArray[dwBestMatch].m_VectorDirectionNormal.cx = m_TargetArray[dwBestMatch].m_VectorDirection.cx /(sqrt(m_TargetArray[dwBestMatch].m_VectorDirection.cx * m_TargetArray[dwBestMatch].m_VectorDirection.cx 
						+ m_TargetArray[dwBestMatch].m_VectorDirection.cy * m_TargetArray[dwBestMatch].m_VectorDirection.cy));
					m_TargetArray[dwBestMatch].m_VectorDirectionNormal.cy = m_TargetArray[dwBestMatch].m_VectorDirection.cy /(sqrt(m_TargetArray[dwBestMatch].m_VectorDirection.cx * m_TargetArray[dwBestMatch].m_VectorDirection.cx 
						+ m_TargetArray[dwBestMatch].m_VectorDirection.cy * m_TargetArray[dwBestMatch].m_VectorDirection.cy));
					*/
				}
			}
		}
		else
		{
			// 检测到新的目标
			// New object found
			CTarget NewTarget;
			//NewTarget.GetID();
			NewTarget.m_dwID= ++dwGlobalID;	// GlobalID assigned for target

			// 新的前景的中心位置
			NewTarget.m_ptArray.push_back(ForegroundArray[i].m_ptCenter);

			m_TargetArray.push_back(NewTarget);

			NewTarget.m_ptArray.clear();
			vector<CMPoint>().swap(NewTarget.m_ptArray);
			{
				std::vector<CMPoint>tmp = NewTarget.m_ptArray;
				NewTarget.m_ptArray.swap(tmp);
			}

			dwBestMatch = m_TargetArray.size() - 1;

			// Update current reference point
			//m_TargetArray-m_CurRefPoint当前前景的中心点位置（取五帧的平均数）
			m_TargetArray[dwBestMatch].m_CurRefPoint.x += (double)ForegroundArray[i].m_ptCenter.x / m_dwFrameWnd;
			m_TargetArray[dwBestMatch].m_CurRefPoint.y += (double)ForegroundArray[i].m_ptCenter.y / m_dwFrameWnd;

			m_TargetArray[dwBestMatch].m_TarBox = ForegroundArray[i].m_rtConnect;
		}

	    MonitoringAlarm(pRGBIn, ForegroundArray[i], dwBestMatch, pRegionInfo);
		
		if (left_flag_c == 0)
		{
		}
		else
		{
			if (left_flag_now_s ==0 || left_flag_now_w == 0)
			{
				left_flag_c = 0;
			}
		}

		//保存最终输出目标
		m_FinalArray.push_back(m_TargetArray[dwBestMatch]);
		
	}

	left_flag = left_flag_c;

	// Release resources
	delete []pDistanceMatrix;

	ForegroundArray.clear();

	// suxiaoyun
	//ForegroundArray.swap(vector<CForeground>(0));
	//std::vector<CForeground>(ForegroundArray).swap(ForegroundArray);
	vector<CForeground>().swap(ForegroundArray);
	{
		std::vector<CForeground>tmp = ForegroundArray;
		ForegroundArray.swap(tmp);
	}

	///////////////////////////////////////////////////////////////////////////////////////
	// Prediction
	int dwObjectCount = m_TargetArray.size();
	// 遍历所有的目标
	for (int i=0; i < dwObjectCount; i++)
	{
		// 如果该目标在当前帧中没有匹配成功但是当前目标已经计算过方向
		if (!m_TargetArray[i].m_bCalc && m_TargetArray[i].m_bHaveDirection)
		{
			// Record prediction as current point
			m_TargetArray[i].m_ptArray.push_back(CMPoint((long) (m_TargetArray[i].m_PredictionPoint.x + 0.5), 
				(long) (m_TargetArray[i].m_PredictionPoint.y + 0.5)));
			// Update current reference point
			int dwPointCount = m_TargetArray[i].m_ptArray.size();
			m_TargetArray[i].m_CurRefPoint.x += (double) m_TargetArray[i].m_ptArray[dwPointCount - 1].x / m_dwFrameWnd;
			m_TargetArray[i].m_CurRefPoint.y += (double) m_TargetArray[i].m_ptArray[dwPointCount - 1].y / m_dwFrameWnd;
			if (dwPointCount > m_dwFrameWnd)
			{
				m_TargetArray[i].m_CurRefPoint.x -= 
					(double) m_TargetArray[i].m_ptArray[dwPointCount - m_dwFrameWnd - 1].x / m_dwFrameWnd;
				m_TargetArray[i].m_CurRefPoint.y -= 
					(double) m_TargetArray[i].m_ptArray[dwPointCount - m_dwFrameWnd - 1].y / m_dwFrameWnd;
			}

			// Update last reference point
			if (dwPointCount > m_dwFrameDist)
			{
				m_TargetArray[i].m_LastRefPoint.x += 
					(double) m_TargetArray[i].m_ptArray[dwPointCount - m_dwFrameDist - 1].x / m_dwFrameWnd;
				m_TargetArray[i].m_LastRefPoint.y += 
					(double) m_TargetArray[i].m_ptArray[dwPointCount - m_dwFrameDist - 1].y / m_dwFrameWnd;
				if (dwPointCount >= m_dwFrameDist + m_dwFrameWnd)
				{
					if (dwPointCount > m_dwFrameDist + m_dwFrameWnd)
					{
						m_TargetArray[i].m_LastRefPoint.x -= 
							(double) m_TargetArray[i].m_ptArray[dwPointCount - m_dwFrameDist - m_dwFrameWnd - 1].x / m_dwFrameWnd;
						m_TargetArray[i].m_LastRefPoint.y -= 
							(double) m_TargetArray[i].m_ptArray[dwPointCount - m_dwFrameDist - m_dwFrameWnd - 1].y / m_dwFrameWnd;
					}
				}
			}
		}
		if (m_TargetArray[i].m_bHaveDirection)
		{
			// Calculate prediction point
			m_TargetArray[i].m_PredictionPoint.x = 
				m_TargetArray[i].m_PredictionBasePoint.x + 
				m_TargetArray[i].m_VectorDirection.cx * 				(m_TargetArray[i].m_dwLostFrame + m_dwFrameWnd / 2 + 1);
			m_TargetArray[i].m_PredictionPoint.y = 
				m_TargetArray[i].m_PredictionBasePoint.y + 
				m_TargetArray[i].m_VectorDirection.cy * 
				(m_TargetArray[i].m_dwLostFrame + m_dwFrameWnd / 2 + 1);
		}
		else
		{
			m_TargetArray[i].m_PredictionPoint.x = 
				(double) m_TargetArray[i].m_ptArray[m_TargetArray[i].m_ptArray.size() - 1].x;
			m_TargetArray[i].m_PredictionPoint.y = 
				(double) m_TargetArray[i].m_ptArray[m_TargetArray[i].m_ptArray.size() - 1].y;
		}
	}
}


/******************************************************************************
* Function:        RSRegion
* Description:     感兴趣区域设置
* Calls:           vibeMask
* Called By:       main
* Input:           numROI              ROI个数
                   pRegionInfo         ROI区域
				   iflog			   true:输出日志 false：不输出日志
* Output:          pRegion             10个ROI指针（bool）每个大小为（图像宽*图像高）感兴趣区域值为1  其余为0
                   //regionAlarm         10个ROI 报警标志（bool）         
				   pAlarmInfo	       10个ROI 报警标志（int）   
* Return:          3 1
*******************************************************************************/
void printAlarmType(fstream *file, int style)
{
	switch (style)
	{
	case 1:
		*file<<"进入禁区, ";
		break;
	case 2:
		*file<<"离开禁区, ";
		break;
	case 3:
		*file<<"单向越界, ";
		break;
	case 4:
		*file<<"双向越界, ";
		break;
	case 5:
		*file<<"徘徊, ";
		break;
	case 6:
		*file<<"丢包, ";
		break;
	default :
		break;
	}
}


int RegionSurveillance::RSRegion(int numROI, RegionInfo* pRegionInfo, bool iflog)
{
	fstream file;//用于输出日志
	if (numROI > MAXROINUM)
	{
		return 0;
	}
	//自动设置用于确定方向的点
	for(int i = 0; i < numROI; i++)
	{
		if (iflog)
		{
			file.open("log.txt",ios::app);
			file<<i<<": ";
			printAlarmType(&file, pRegionInfo[i].AlarmInfo);
			file<<"P1("<<pRegionInfo[i].pROI[0].x<<","<<pRegionInfo[i].pROI[0].y<<"), P2("
				<<pRegionInfo[i].pROI[1].x<<","<<pRegionInfo[i].pROI[1].y<<")"; 
		}
		
		if (pRegionInfo[i].AlarmInfo == 3)
		{
			pRegionInfo[i].finaldir = get_ArrowDir(pRegionInfo[i].pROI[0], pRegionInfo[i].pROI[1], pRegionInfo[i].dirPoint);//确定方向计算，箭头端点坐标
			
			if (iflog)
				file<<", DirPoint("<<pRegionInfo[i].dirPoint.x<<","<<pRegionInfo[i].dirPoint.y<<")";
			
			pRegionInfo[i].ArrowStartPoint = pStart;	//箭头的起始端点 箭头指向正方形
			pRegionInfo[i].ArrowEndPoint = pEnd;		//箭头的终止端点 箭头指向正方形
		}

		if (iflog)
		{
			file<<endl;
			file.close();
		}
	}

	m_numROI = numROI;
	if (pRegion == NULL)
	{
		pRegion = new bool*[MAXROINUM];
		memset(pRegion, 0, sizeof(bool*) * MAXROINUM);
	}

	if (pAlarmInfo == NULL)
	{
		pAlarmInfo = new int[MAXROINUM];
		memset(pAlarmInfo, 0, sizeof(int) * MAXROINUM);
	}
	
	for (int i = 0; i < MAXROINUM; i++)
	{
		if (pRegion[i] == NULL)
		{
			pRegion[i] = new bool[GlobelHeight * GlobelWidth];
		}
		memset(pRegion[i], 0, sizeof(bool) * GlobelWidth * GlobelHeight);
		if (i <= m_numROI)
		{
			pAlarmInfo[i] = pRegionInfo[i].AlarmInfo;
		}
		else
		{
			pAlarmInfo[i] = 0;
		}
	}
	

	// 对每一个待观察的ROI进行监测
	for (int i = 0; i < numROI;  i++)
	{
		// 对每一个感兴趣区域进行标志 感兴趣区域pRegion值为1  其余为0
		vibeMask(pRegionInfo[i].nPointNum, pRegionInfo[i].pROI, pRegion[i]);
	}
	
	vector<vector<Point>> regions;

	regions.resize(numROI);

	for (int i = 0; i < numROI; i++)
	{
		for (int j = 0; j < pRegionInfo[i].nPointNum; j++)
		{
			Point cur_point{ pRegionInfo[i].pROI[j].x, pRegionInfo[i].pROI[j].y};
			regions[i].push_back(cur_point);
		}
	}

	pConExtraction->CalMask(regions, GlobelWidth, GlobelHeight);

	return 1;
}

void RegionSurveillance::vibeMask(int num, CMPoint *pPointList, bool *pRegion)
{
	
	if (num == 2)
	{
		double s;
		int i, x, y;
		int xs, ys;
		int dx, dy;

		dx = pPointList[1].x - pPointList[0].x;
		if (dx < 0)
		{
			dx = -dx;
		}
		dy = pPointList[1].y - pPointList[0].y;
		if (dy < 0)
		{
			dy = -dy;
		}
		if (dy < dx)
		{
			//draw according to x-y
			s = (double) (pPointList[1].y - pPointList[0].y) / (pPointList[1].x - pPointList[0].x);
			
			if (pPointList[0].x < pPointList[1].x)
			{
				xs = pPointList[0].x;
				ys = pPointList[0].y;
			}
			else
			{
				xs = pPointList[1].x;
				ys = pPointList[1].y;
			}

			for (i = 0; i <= dx; i++)
			{
				x = i + xs;
				y = (int) ((double) i * s) + ys;
				if (x > -1 && x < GlobelWidth && y > -1&& y < GlobelHeight)
				{
					pRegion[GlobelWidth * y + x] = 1;
				}
			}
		}
		else
		{
			//draw according to y-x
			s = (double) (pPointList[1].x - pPointList[0].x) / (pPointList[1].y - pPointList[0].y);
			
			if (pPointList[0].y < pPointList[1].y)
			{
				xs = pPointList[0].x;
				ys = pPointList[0].y;
			}
			else
			{
				xs = pPointList[1].x;
				ys = pPointList[1].y;
			}
			for (i = 0; i <= dy; i++)
			{
				y = i + ys;
				x = (int) ((double) i * s)+xs;
				if (y > -1 && y < GlobelHeight && x > -1 && x < GlobelWidth)
				{
					pRegion[GlobelWidth * y + x] = 1;
				}
			}
		}		
	}
	else if (num >= 3)
	{
		
		CMPoint LineMin;
		CMPoint LineMax;
	
		for (int k=0; k < num; k++)
		{
			int startp = k;
			int endp = k + 1;

			if (startp == num - 1)
			{
				endp = 0;
			}
		
			if (abs(pPointList[startp].x - pPointList[endp].x) >= abs(pPointList[startp].y - pPointList[endp].y))
			{
				if (pPointList[startp].x < pPointList[endp].x)
				{
					LineMin = pPointList[startp];
					LineMax = pPointList[endp];
					for (int x = LineMin.x; x <= LineMax.x; x++)
					{
						int y = (int) (((LineMin.y - LineMax.y) / (double) (LineMin.x - LineMax.x)) * (double) (x - LineMin.x) + 0.5 + (double)LineMin.y);
						//pRegion[GlobelWidth * y + x] = 1;
						
						//原程序存在越界 苏晓芸修改如下
						if (y > -1 && y < GlobelHeight && x > -1 && x < GlobelWidth)
						{
							pRegion[GlobelWidth * y + x] = 1;
						}
					}
				}
				else if (pPointList[startp].x > pPointList[endp].x)
				{
					LineMin = pPointList[endp];
					LineMax = pPointList[startp];
					for (int x = LineMin.x; x <= LineMax.x; x++)
					{
						int y = (int) (((LineMin.y - LineMax.y) / (double)(LineMin.x - LineMax.x)) * (double)(x - LineMin.x) + 0.5 + (double)LineMin.y);
						//pRegion[GlobelWidth * y + x] = 1;

						//原程序存在越界 苏晓芸修改如下
						if (y > -1 && y < GlobelHeight && x > -1 && x < GlobelWidth)
						{
							pRegion[GlobelWidth * y + x] = 1;
						}
					}
				}
				else
				{
					int YMin = (pPointList[startp].y < pPointList[endp].y)? pPointList[startp].y : pPointList[endp].y;
					int YMax = (pPointList[startp].y < pPointList[endp].y)? pPointList[endp].y : pPointList[startp].y;
					for (int i = YMin; i <= YMax; i++)
					{
						//pRegion[GlobelWidth * i + pPointList[startp].x] = 1;

						//原程序存在越界 苏晓芸修改如下
						if (i > -1 && i < GlobelHeight && pPointList[startp].x > -1 && pPointList[startp].x < GlobelWidth)
						{
							pRegion[GlobelWidth * i + pPointList[startp].x] = 1;
						}
					}
				}
			}
			else
			{
				if (pPointList[startp].y < pPointList[endp].y)
				{
					LineMin = pPointList[startp];
					LineMax = pPointList[endp];
					for (int y = LineMin.y; y <= LineMax.y; y++)
					{
						int x = (int) (((LineMin.x - LineMax.x) / (double) (LineMin.y - LineMax.y)) * (double) (y - LineMin.y) + 0.5 + (double)LineMin.x);
						//pRegion[GlobelWidth * y + x] = 1;

						//原程序存在越界 苏晓芸修改如下
						if (y > -1 && y < GlobelHeight && x > -1 && x < GlobelWidth)
						{
							pRegion[GlobelWidth * y + x] = 1;
						}
					}
				}
				else if (pPointList[startp].y > pPointList[endp].y)
				{
					LineMin = pPointList[endp];
					LineMax = pPointList[startp];
					for (int y = LineMin.y; y <= LineMax.y; y++)
					{
						int x = (int) (((LineMin.x - LineMax.x) / (double) (LineMin.y - LineMax.y)) * (double) (y - LineMin.y) + 0.5 + (double)LineMin.x);
						//pRegion[GlobelWidth * y + x] = 1;

						//原程序存在越界 苏晓芸修改如下
						if (y > -1 && y < GlobelHeight && x > -1 && x < GlobelWidth)
						{
							pRegion[GlobelWidth * y + x] = 1;
						}
					}
				}
				else
				{
					int XMin = (pPointList[startp].x < pPointList[endp].x)? pPointList[startp].x : pPointList[endp].x;
					int XMax = (pPointList[startp].x < pPointList[endp].x)? pPointList[endp].x : pPointList[startp].x;
					for (int i = XMin; i <= XMax; i++)
					{
						//pRegion[GlobelWidth * pPointList[startp].y + i] = 1;

						//原程序存在越界 苏晓芸修改如下
						if (pPointList[startp].y > -1 && pPointList[startp].y < GlobelHeight && i > -1 && i < GlobelWidth)
						{
							pRegion[GlobelWidth * pPointList[startp].y + i] = 1;
						}
					}
				}
			}
		}
	
		// 修改标记方式 将区域边缘标志置为0
		for (int i = 0; i < GlobelHeight; i++)
		{		
			for (int j = 0; j < GlobelWidth;  j++)
			{
				if (pRegion[GlobelWidth * i + j] == 0)
				{
					pRegion[GlobelWidth * i + j] = 1;
				}
				else
				{
					pRegion[GlobelWidth * i + j] = 0;
				}
			}
		}

		CMPoint StartPoint;
		int SumX = 0;
		int SumY = 0;
		for (int k = 0; k < num; k++)
		{
			SumX = SumX + pPointList[k].x;
			SumY = SumY + pPointList[k].y;
		}
		StartPoint.x = SumX / num;
		StartPoint.y = SumY / num;

		bool *pMaskMap  = new bool[GlobelWidth * GlobelHeight];
		bool *pMaskMapS = new bool[GlobelWidth * GlobelHeight];
		memset(pMaskMap,  0, sizeof(bool) * GlobelWidth * GlobelHeight);
		memset(pMaskMapS, 0, sizeof(bool) * GlobelWidth * GlobelHeight);
		pMaskMap[GlobelWidth * StartPoint.y + StartPoint.x] = 1;

		int msum = 1;
		while (msum != 0)
		{
			msum = 0;
			for (int i = 0; i < GlobelHeight; i++)
			{		
				for (int j = 0; j < GlobelWidth; j++)
				{
					msum = msum + pMaskMap[GlobelWidth * i + j] - pMaskMapS[GlobelWidth * i + j];
					pMaskMapS[GlobelWidth * i + j] = pMaskMap[GlobelWidth * i + j];
				}
			}
			for (int  i = 0; i < GlobelHeight; i++)
			{		
				for (int j = 0; j < GlobelWidth; j++)
				{
					if ((i <= 0) || (i >= GlobelHeight - 1) || (j <= 0) || (j >= GlobelWidth - 1))
					{
						continue;
					}

					if (pMaskMapS[GlobelWidth * i + j] == 1)
					{
						pMaskMap[GlobelWidth * i + j + 1] = 1;
						pMaskMap[GlobelWidth * i + j - 1] = 1;
						pMaskMap[GlobelWidth * (i + 1) + j] = 1;
						pMaskMap[GlobelWidth * (i - 1) + j] = 1;
					}
				}
			}
			for (int i = 0; i < GlobelHeight; i++)
			{		
				for (int j = 0; j < GlobelWidth; j++)
				{
					pMaskMap[GlobelWidth * i + j] = pMaskMap[GlobelWidth * i + j] && pRegion[GlobelWidth * i + j];
				}
			}
		}

		memcpy(pRegion, pMaskMap, sizeof(bool) * GlobelWidth * GlobelHeight);
    
		delete[] pMaskMap;
		delete[] pMaskMapS;
	}
}


int RegionSurveillance::getObjectNum()
{
	return m_FinalArray.size();
}



void RegionSurveillance::getObjectInfo(int ObjCount, MS_ObjectInfo* ObjInfo)
{
	int ii;
	//printf("getObjectInfo: %d\n", ObjCount);

	for (int i = 0; i < ObjCount; i++)
	{
		int dwPointCount = m_FinalArray[i].m_ptArray.size();
		ObjInfo[i].curPos = m_FinalArray[i].m_ptArray[dwPointCount - 1];
		int temp_dwPointCount = dwPointCount;
		if (dwPointCount > MAXTRACENUM)
		{
			dwPointCount = MAXTRACENUM;
		}
		ObjInfo[i].trace.nTraceNum = dwPointCount;
		for (ii = 0; ii < MAXROINUM; ii++)
		{
			ObjInfo[i].pbAlarmState[ii] = false;
		}

		for (int j = dwPointCount - 1, j1 = temp_dwPointCount - 1; j >= 0;  j--, j1--)
		{
			//ObjInfo[i].trace.pObjTrace[j] = Gauss->m_TargetArray[i].m_ptArray[j];
			ObjInfo[i].trace.pObjTrace[j] = m_FinalArray[i].m_ptArray[j1];
			if (ObjInfo[i].trace.pObjTrace[j].x < 0) 
			{
				ObjInfo[i].trace.pObjTrace[j].x = 0;
			}
			if (ObjInfo[i].trace.pObjTrace[j].x >= GlobelWidth)
			{
				ObjInfo[i].trace.pObjTrace[j].x = GlobelWidth - 1;
			}
			if (ObjInfo[i].trace.pObjTrace[j].y < 0)
			{
				ObjInfo[i].trace.pObjTrace[j].y = 0;
			}
			if (ObjInfo[i].trace.pObjTrace[j].y >= GlobelHeight)
			{
				ObjInfo[i].trace.pObjTrace[j].y = GlobelHeight - 1;
			}
		}	

        for (ii = 0; ii < MAXROINUM; ii++)
        {
			ObjInfo[i].pbAlarmState[ii] = m_FinalArray[i].pbAlarmState[ii];
			for (int k = 0; k < ALARMTYPENUM; ++k)
			{
				ObjInfo[i].pbAlarmType[ii][k] = m_FinalArray[i].pbAlarmType[ii][k];
			}

        }
		/*
		int AlarmNum = m_FinalArray[i].m_AlarmNum;
		if (m_FinalArray[i].m_AlarmState)
		{
			ObjInfo[i].pbAlarmState[AlarmNum] = true;
		}
		*/
		// unique ID for current object
		ObjInfo[i].TarBox = m_FinalArray[i].m_TarBox;    //目标外接矩形
		ObjInfo[i].UniqueID = m_FinalArray[i].m_dwID;	//当前目标的特点ID					
	}
}



// 将图像转换为灰度图像
void RegionSurveillance::VibeRGBToGray(unsigned char* RgbData, unsigned char* GrayData)
{
	int nHeight, nWidth;
	int index;

	for (nHeight = 0; nHeight != GlobelHeight; nHeight++)
		for (nWidth = 0; nWidth != GlobelWidth; nWidth++)
		{
			index = GlobelWidthstep * nHeight + 3 * nWidth;
			GrayData[GlobelWidthstep * nHeight / 3 + nWidth] = 
				    (RgbData[index + 2] * 19595 
			       + RgbData[index + 1] * 38469
			       + RgbData[index] * 7472) >> 16;
		}
}



//pAlarmInfo 1进入禁区 2离开禁区 3单向越界 4双向越界 5徘徊 6丢包
void RegionSurveillance::MonitoringAlarm(unsigned char* pRGBIn, CForeground ForegroundArray_i, int dwBestMatch, RegionInfo* pRegionInfo)
{

	// 目标锁定
 	//ExternalRectangle(pRGBIn, ForegroundArray_i, dwBestMatch, widthStep, 255, 0, 0);
	/*
	int dwStep = widthStep;

	unsigned char bRed   = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 3) * 85 + 85);
	unsigned char bGreen = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 7) * 36 + 36);
	unsigned char bBlue  = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 13) * 20 + 15);


	// 前景目标外接矩形描绘
	for (int t = ForegroundArray_i.m_rtConnect.left; t <= ForegroundArray_i.m_rtConnect.right; t++)
	{
		pRGBIn[ForegroundArray_i.m_rtConnect.top * dwStep + t * 3] = 0;
		pRGBIn[ForegroundArray_i.m_rtConnect.top * dwStep + t * 3 + 1] = 0;
		pRGBIn[ForegroundArray_i.m_rtConnect.top * dwStep + t * 3 + 2] = 255;
		pRGBIn[ForegroundArray_i.m_rtConnect.bottom * dwStep + t * 3] = 0;
		pRGBIn[ForegroundArray_i.m_rtConnect.bottom * dwStep + t * 3 + 1] = 0;
		pRGBIn[ForegroundArray_i.m_rtConnect.bottom * dwStep + t * 3 + 2] = 255;
	}
	for (int t = ForegroundArray_i.m_rtConnect.top; t < ForegroundArray_i.m_rtConnect.bottom; t++)
	{
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.left * 3] = 0;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.left * 3 + 1] = 0;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.left * 3 + 2] = 255;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.right * 3] = 0;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.right * 3 + 1] = 0;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.right * 3 + 2] = 255;
	}
	*/
		
	
	int a = ForegroundArray_i.m_rtConnect.bottom;
	int b = ForegroundArray_i.m_rtConnect.top;
	int c = ForegroundArray_i.m_rtConnect.left;
	int d = ForegroundArray_i.m_rtConnect.right;

	// 区域监控 (从1开始 因为适配中行物品遗留，0的位置留给存储人的位置，不是有效位置 -- update by mliu 20201230)
	for (int ii = 1; ii < m_numROI; ii++) 
	{					
		
		//if (pAlarmInfo[ii] == 1)	//进入禁区
		//{
		//	AccessToRestrictedAreas(pRegion[ii], dwBestMatch,a, b, c, d, ii);

		//	/*
		//	if (m_TargetArray[dwBestMatch].m_AlarmState1 == true && m_TargetArray[dwBestMatch].m_AlarmNum1 == ii)
		//	{
		//		//ExternalRectangle(pRGBIn, ForegroundArray_i, dwBestMatch, widthStep, 0, 0, 255);
		//	}
		//	*/
		//}
		//else if (pAlarmInfo[ii] == 2)	//离开禁区
		//{
		//	LeaveTheRestrictedAreas(pRegion[ii], dwBestMatch,a, b, c, d, ii);
		//	/*
		//	if (m_TargetArray[dwBestMatch].m_AlarmState2 == true && m_TargetArray[dwBestMatch].m_AlarmNum2 == ii)
		//	{
		//		//ExternalRectangle(pRGBIn, ForegroundArray_i, dwBestMatch, widthStep, 0, 255, 0);
		//	}
		//	*/
		//}
		//
		//else if (pAlarmInfo[ii] == 3) //单向越界
		//{
		//	OneWayCrossBorder(pRegion[ii], dwBestMatch, a, b, c, d, ii, pRegionInfo);
		//	/*
		//	if (m_TargetArray[dwBestMatch].m_AlarmState3 == true && m_TargetArray[dwBestMatch].m_AlarmNum3 == ii)
		//	{
		//		//ExternalRectangle(pRGBIn, ForegroundArray_i, dwBestMatch, widthStep, 0, 255, 0);
		//	}
		//	*/
		//	
		//}
		//else if (pAlarmInfo[ii] == 4) //双向越界
		//{
		//	TwoWayCrossBorder(pRegion[ii], dwBestMatch, a, b, c, d, ii);
		//	/*
		//	if (m_TargetArray[dwBestMatch].m_AlarmState4 == true && m_TargetArray[dwBestMatch].m_AlarmNum4 == ii)
		//	{
		//		//ExternalRectangle(pRGBIn, ForegroundArray_i, dwBestMatch, widthStep, 0, 0, 255);
		//	}
		//	*/

		//}
		//else if (pAlarmInfo[ii] == 5)	//徘徊
		//{
		//	WanderMonitoring(pRegion[ii], dwBestMatch, a, b, c, d, ii, pRegionInfo, pRGBIn);
		//	/*
		//	if (m_TargetArray[dwBestMatch].m_AlarmState5 == true && m_TargetArray[dwBestMatch].m_AlarmNum5 == ii)
		//	{
		//		ExternalRectangle(pRGBIn, ForegroundArray_i, dwBestMatch, widthStep, 0, 0, 255);
		//	}
		//	*/
		//}	

		if (pAlarmInfo[ii] == 1)	//丢包
		{
			StayMonitoring(pRegion[ii], dwBestMatch, a, b, c, d, ii, pRegionInfo, pRGBIn);
			/*
			if (m_TargetArray[dwBestMatch].m_AlarmState5 == true && m_TargetArray[dwBestMatch].m_AlarmNum5 == ii)
			{
				ExternalRectangle(pRGBIn, ForegroundArray_i, dwBestMatch, widthStep, 0, 0, 255);
			}
			*/
		}	
		else
		{

		}

	}
	


	// 轨迹描绘
	//Trajectory(pRGBIn, ForegroundArray_i, dwBestMatch, width, height, widthStep);
	/*
	int dwStep = widthStep;
	unsigned char bRed   = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 3) * 85 + 85);
	unsigned char bGreen = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 7) * 36 + 36);
	unsigned char bBlue  = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 13) * 20 + 15);
	
	int dwPointNum = m_TargetArray[dwBestMatch].m_ptArray.size();
	CMPoint ptLast = m_TargetArray[dwBestMatch].m_ptArray[0];
			
	// 对目标的每一个匹配项进行遍历
	for (int l = 1; l < dwPointNum; l++)
	{
		ForegroundArray_i.m_ptCenter = m_TargetArray[dwBestMatch].m_ptArray[l];										
		if (ForegroundArray_i.m_ptCenter == ptLast)
		{
			// Draw a point
			//描绘目标中心点
			pRGBIn[ForegroundArray_i.m_ptCenter.y * dwStep + ForegroundArray_i.m_ptCenter.x * 3] = bBlue;
			pRGBIn[ForegroundArray_i.m_ptCenter.y * dwStep + ForegroundArray_i.m_ptCenter.x * 3 + 1] = bGreen;
			pRGBIn[ForegroundArray_i.m_ptCenter.y * dwStep + ForegroundArray_i.m_ptCenter.x * 3 + 2] = bRed;
		}
		else
		{
			// Draw line
			if (abs(ForegroundArray_i.m_ptCenter.x - ptLast.x) > abs(ForegroundArray_i.m_ptCenter.y - ptLast.y))
			{
				double dk = ((double) ForegroundArray_i.m_ptCenter.y - ptLast.y) / (ForegroundArray_i.m_ptCenter.x - ptLast.x);
				double b = ForegroundArray_i.m_ptCenter.y - ForegroundArray_i.m_ptCenter.x * dk;
				int colMin = ForegroundArray_i.m_ptCenter.x;
				int colMax = ptLast.x;
				if (colMin > colMax)
				{
					int dwTemp = colMin;
					colMin = colMax;
					colMax = dwTemp;
				}
				for (int col = colMin; col <= colMax; col++)
				{
					int row = (int) (dk * col + b + 0.5);
					row = row < height ? row : height - 1;
					row = row >= 0 ? row : 0;
					pRGBIn[row * dwStep + col * 3] = bBlue;
					pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
					pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					if (++row < height)
					{
						pRGBIn[row * dwStep + col * 3] = bBlue;
						pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
						pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					}
					else if ((row -= 2) >= 0)
					{
						pRGBIn[row * dwStep + col * 3] = bBlue;
						pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
						pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					}
				}
			}
			else
			{
				double dk = ((double) ForegroundArray_i.m_ptCenter.x - ptLast.x) / (ForegroundArray_i.m_ptCenter.y - ptLast.y);
				double b = ForegroundArray_i.m_ptCenter.x - ForegroundArray_i.m_ptCenter.y * dk;
				int rowMin = ForegroundArray_i.m_ptCenter.y;
				int rowMax = ptLast.y;
				if (rowMin > rowMax)
				{
					int dwTemp = rowMin;
					rowMin = rowMax;
					rowMax = dwTemp;
				}
				for (int row = rowMin; row <= rowMax; row++)
				{
					int col = (int) (dk * row + b + 0.5);
					col = col < width? col : width - 1;
					col = col >= 0 ? col : 0;
					pRGBIn[row * dwStep + col * 3] = bBlue;
					pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
					pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					if (++col < width)
					{
						pRGBIn[row * dwStep + col * 3] = bBlue;
						pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
						pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					}
					else if ((col -= 2) >= 0)
					{
						pRGBIn[row * dwStep + col * 3] = bBlue;
						pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
						pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					}
				}
			}
		}
		ptLast = ForegroundArray_i.m_ptCenter;
	}
	*/
}

/*
//外接矩形描绘
void RegionSurveillance::ExternalRectangle(unsigned char* pRGBIn, CForeground ForegroundArray_i, int dwBestMatch, int widthStep, 
	int rgb_b, int rgb_g, int rgb_r)
{
	int dwStep = widthStep;

	// 前景目标外接矩形描绘
	for (int t = ForegroundArray_i.m_rtConnect.left; t <= ForegroundArray_i.m_rtConnect.right; t++)
	{
		pRGBIn[ForegroundArray_i.m_rtConnect.top * dwStep + t * 3] = rgb_b;
		pRGBIn[ForegroundArray_i.m_rtConnect.top * dwStep + t * 3 + 1] = rgb_g;
		pRGBIn[ForegroundArray_i.m_rtConnect.top * dwStep + t * 3 + 2] = rgb_r;
		pRGBIn[ForegroundArray_i.m_rtConnect.bottom * dwStep + t * 3] = rgb_b;
		pRGBIn[ForegroundArray_i.m_rtConnect.bottom * dwStep + t * 3 + 1] = rgb_g;
		pRGBIn[ForegroundArray_i.m_rtConnect.bottom * dwStep + t * 3 + 2] = rgb_r;
	}
	for (int t = ForegroundArray_i.m_rtConnect.top; t < ForegroundArray_i.m_rtConnect.bottom; t++)
	{
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.left * 3] = rgb_b;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.left * 3 + 1] = rgb_g;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.left * 3 + 2] = rgb_r;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.right * 3] = rgb_b;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.right * 3 + 1] = rgb_g;
		pRGBIn[t * dwStep + ForegroundArray_i.m_rtConnect.right * 3 + 2] = rgb_r;
	}
}

void RegionSurveillance::Trajectory(unsigned char* pRGBIn, CForeground ForegroundArray_i, int dwBestMatch, int width, int height, int widthStep)
{
	// 轨迹描绘
	int dwStep = widthStep;
	unsigned char bRed   = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 3) * 85 + 85);
	unsigned char bGreen = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 7) * 36 + 36);
	unsigned char bBlue  = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 13) * 20 + 15);

	int dwPointNum = m_TargetArray[dwBestMatch].m_ptArray.size();
	CMPoint ptLast = m_TargetArray[dwBestMatch].m_ptArray[0];

	// 对目标的每一个匹配项进行遍历
	for (int l = 1; l < dwPointNum; l++)
	{
		ForegroundArray_i.m_ptCenter = m_TargetArray[dwBestMatch].m_ptArray[l];										
		if (ForegroundArray_i.m_ptCenter == ptLast)
		{
			// Draw a point
			//描绘目标中心点
			pRGBIn[ForegroundArray_i.m_ptCenter.y * dwStep + ForegroundArray_i.m_ptCenter.x * 3] = bBlue;
			pRGBIn[ForegroundArray_i.m_ptCenter.y * dwStep + ForegroundArray_i.m_ptCenter.x * 3 + 1] = bGreen;
			pRGBIn[ForegroundArray_i.m_ptCenter.y * dwStep + ForegroundArray_i.m_ptCenter.x * 3 + 2] = bRed;
		}
		else
		{
			// Draw line
			if (abs(ForegroundArray_i.m_ptCenter.x - ptLast.x) > abs(ForegroundArray_i.m_ptCenter.y - ptLast.y))
			{
				double dk = ((double) ForegroundArray_i.m_ptCenter.y - ptLast.y) / (ForegroundArray_i.m_ptCenter.x - ptLast.x);
				double b = ForegroundArray_i.m_ptCenter.y - ForegroundArray_i.m_ptCenter.x * dk;
				int colMin = ForegroundArray_i.m_ptCenter.x;
				int colMax = ptLast.x;
				if (colMin > colMax)
				{
					int dwTemp = colMin;
					colMin = colMax;
					colMax = dwTemp;
				}
				for (int col = colMin; col <= colMax; col++)
				{
					int row = (int) (dk * col + b + 0.5);
					row = row < height ? row : height - 1;
					row = row >= 0 ? row : 0;
					pRGBIn[row * dwStep + col * 3] = bBlue;
					pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
					pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					if (++row < height)
					{
						pRGBIn[row * dwStep + col * 3] = bBlue;
						pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
						pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					}
					else if ((row -= 2) >= 0)
					{
						pRGBIn[row * dwStep + col * 3] = bBlue;
						pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
						pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					}
				}
			}
			else
			{
				double dk = ((double) ForegroundArray_i.m_ptCenter.x - ptLast.x) / (ForegroundArray_i.m_ptCenter.y - ptLast.y);
				double b = ForegroundArray_i.m_ptCenter.x - ForegroundArray_i.m_ptCenter.y * dk;
				int rowMin = ForegroundArray_i.m_ptCenter.y;
				int rowMax = ptLast.y;
				if (rowMin > rowMax)
				{
					int dwTemp = rowMin;
					rowMin = rowMax;
					rowMax = dwTemp;
				}
				for (int row = rowMin; row <= rowMax; row++)
				{
					int col = (int) (dk * row + b + 0.5);
					col = col < width? col : width - 1;
					col = col >= 0 ? col : 0;
					pRGBIn[row * dwStep + col * 3] = bBlue;
					pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
					pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					if (++col < width)
					{
						pRGBIn[row * dwStep + col * 3] = bBlue;
						pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
						pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					}
					else if ((col -= 2) >= 0)
					{
						pRGBIn[row * dwStep + col * 3] = bBlue;
						pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
						pRGBIn[row * dwStep + col * 3 + 2] = bRed;
					}
				}
			}
		}
		ptLast = ForegroundArray_i.m_ptCenter;
	}

}
*/


/******************************************************************************
* Function:        RAccessToRestrictedAreas
* Description:     进入禁区监测
* Input:           pRegion_i			感兴趣区域标记
                   dwBestMatch			目标索引
				   ForBottom			当前前景外接矩形纵坐标最小值
				   ForTop				当前前景外接矩形纵坐标最大值
				   ForLeft				当前前景外接矩形横坐标最小值
				   ForRight				当前前景外接矩形横坐标最大值
				   indexROI				ROI 索引
* Output:          m_TargetArray		目标信息        
*******************************************************************************/
void RegionSurveillance::AccessToRestrictedAreas(bool *pRegion_i, int dwBestMatch, int ForBottom, int ForTop, int ForLeft, int ForRight, int indexROI)
{

	// 目标外接矩形有一个边进入禁区且外接矩形中心点位于禁区内
	//if (pRegion_i[GlobelWidth * ForBottom + ForLeft] ||
	//	pRegion_i[GlobelWidth * ForTop + ForLeft] ||
	//	pRegion_i[GlobelWidth * ForTop + ForRight] ||
	//	pRegion_i[GlobelWidth * ForBottom + ForRight])
	{
		//将判断是否进入感兴趣区域改成了矩形中心点的上下左右和中心五个点都进入区域，判定为进入
		if (pRegion_i[GlobelWidth * (int) ((ForBottom + ForTop) / 2) + (ForLeft + ForRight) / 2] && \
			pRegion_i[GlobelWidth * (int)((ForBottom + ForTop) / 2) + (ForLeft + ForRight) / 2 + 1] && \
			pRegion_i[GlobelWidth * (int)((ForBottom + ForTop) / 2) + (ForLeft + ForRight) / 2 - 1] && \
			pRegion_i[GlobelWidth * (int)((ForBottom + ForTop) / 2+1) + (ForLeft + ForRight) / 2] &&\
			pRegion_i[GlobelWidth * (int)((ForBottom + ForTop) / 2-1) + (ForLeft + ForRight) / 2])
		{
			m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
			m_TargetArray[dwBestMatch].pbAlarmType[indexROI][0] = 1;
			return;
		}
	}	

	m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
	m_TargetArray[dwBestMatch].pbAlarmType[indexROI][0] = 0;
	
}

//离开禁区
void RegionSurveillance::LeaveTheRestrictedAreas(bool *pRegion_i, int dwBestMatch, int ForBottom, int ForTop, int ForLeft, int ForRight, int indexROI)
{
	if (pRegion_i[GlobelWidth * ForBottom + ForLeft] ||
		pRegion_i[GlobelWidth * ForTop + ForLeft] ||
		pRegion_i[GlobelWidth * ForTop + ForRight] ||
		pRegion_i[GlobelWidth * ForBottom + ForRight])
	{
		if (pRegion_i[GlobelWidth * (int) ((ForBottom + ForTop) / 2) + (ForLeft + ForRight) / 2] == 0 && 
			pRegion_i[GlobelWidth * (int)m_TargetArray[dwBestMatch].m_PredictionPoint.y + (int)m_TargetArray[dwBestMatch].m_PredictionPoint.x] == 0)
		{
			bool flag = 0;
			int i;
			int tar_arr_size = m_TargetArray[dwBestMatch].m_ptArray.size();
			i = tar_arr_size - 1;
			while (i >= 0 && i >= tar_arr_size - (ForRight - ForLeft)/2)
			{
				if (pRegion_i[GlobelWidth * (int) (m_TargetArray[dwBestMatch].m_ptArray[i].y) + m_TargetArray[dwBestMatch].m_ptArray[i].x] == 1)
				{
					flag = 1;
					break;
				}

				i--;
			}
			if (flag == 1)
			{
				m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
				m_TargetArray[dwBestMatch].pbAlarmType[indexROI][1] = 2;
				return;
			}
		}
	}

	m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
	m_TargetArray[dwBestMatch].pbAlarmType[indexROI][1] = 0;
}

//单向越界
//dir: 1 正方向（相对于通常坐标系）  0负方向
void RegionSurveillance::OneWayCrossBorder(bool *pRegion_i, int dwBestMatch, int ForBottom, int ForTop, int ForLeft, int ForRight, int indexROI, RegionInfo* pRegionInfo)
{
	// 只要目标外接矩形有一个点进入区域则报警
	int tar_size = m_TargetArray[dwBestMatch].m_ptArray.size();
 	int xmin = min(ForLeft, ForRight), xmax = max(ForLeft, ForRight), ymin = min(ForBottom, ForTop), ymax = max(ForBottom, ForTop);
	for (int iy = ymin; iy <= ymax; iy++)
	{
		for (int ix = xmin; ix <= xmax; ix++)
		{
			if (pRegion_i[GlobelWidth * iy + ix] && tar_size >= 4)
			{
				int point_x, point_y;
				point_x = m_TargetArray[dwBestMatch].m_ptArray[tar_size - 4].x;
				point_y = m_TargetArray[dwBestMatch].m_ptArray[tar_size - 4].y;

				// 判断方向
				if (indexROI >= 0 && indexROI < m_numROI && pRegionInfo[indexROI].nPointNum >= 2)
				{
					if (abs(pRegionInfo[indexROI].pROI[0].x - pRegionInfo[indexROI].pROI[1].x) >= 1)
					{
						double k, b;
						k = (double)(pRegionInfo[indexROI].pROI[0].y - pRegionInfo[indexROI].pROI[1].y) / (pRegionInfo[indexROI].pROI[0].x - pRegionInfo[indexROI].pROI[1].x);
						b = (double)(pRegionInfo[indexROI].pROI[0].x * pRegionInfo[indexROI].pROI[1].y - pRegionInfo[indexROI].pROI[1].x * pRegionInfo[indexROI].pROI[0].y) / 
							(pRegionInfo[indexROI].pROI[0].x - pRegionInfo[indexROI].pROI[1].x);
						
						double dist_c, dist_p;
						
						dist_c = fabs(k * m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].x - m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].y + b) / sqrt(k * k + 1.0);
						dist_p = fabs(k * point_x - point_y + b) / sqrt(k * k + 1.0);

						if (abs(dist_c - dist_p) < 10)
						{
							int pre_index = tar_size - 5;
							while (pre_index >= 0)
							{
								point_x = m_TargetArray[dwBestMatch].m_ptArray[pre_index].x;
								point_y = m_TargetArray[dwBestMatch].m_ptArray[pre_index].y;
								dist_p = fabs(k * point_x - point_y + b) / sqrt(k * k + 1.0);
								pre_index = pre_index - 1;
								if (abs(dist_c - dist_p) >= 10)
								{
									break;
								}
							}
						}


						if (abs(dist_c - dist_p) < 10)
						{
							m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
							m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 0;
							return;
						}

						bool flag_c, flag_p;
						if (k * m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].x + b >= m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].y)
						{
							flag_c = 1;
						}
						else
						{
							flag_c = 0;
						}

						if (k *point_x + b >= point_y)
						{
							flag_p = 1;
						}
						else
						{
							flag_p = 0;
						}

		
						//if (pRegionInfo[indexROI].dir == 1)
						if (pRegionInfo[indexROI].finaldir == 1)	//by zl 20150914
						{
							if (flag_c * flag_p == 1)
							{
								if (dist_c <= dist_p)
								{
									m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
									m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
									return;
								}	
							}
							else if (flag_c == 0 && flag_p == 1)
							{
								m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
								m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
								return;
							}
							else if (flag_c ==0 && flag_p == 0)
							{
								if (dist_p <= dist_c)
								{
									m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
									m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
									return;
								}
							}
	
						} 
						else
						{
							if (flag_c == 0 && flag_p == 0)
							{
								if (dist_c <= dist_p)
								{
									m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
									m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
									return;
								}	
							}
							else if (flag_c == 1 && flag_p == 0)
							{
								m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
								m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
								return;
							}
							else if (flag_c == 1 && flag_p == 1)
							{
								if (dist_p <= dist_c)
								{
									m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
									m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
									return;
								}
							}
						}
					} 
					else
					{
						double k, b;
						k = 0;
						b = (double)(pRegionInfo[indexROI].pROI[0].x);

						double dist_c, dist_p;

						dist_c = fabs(m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].x - b);
						dist_p = fabs(point_x - b);

						if (abs(dist_c - dist_p) < 10)
						{
							int pre_index = tar_size - 5;
							while (pre_index >= 0)
							{
								point_x = m_TargetArray[dwBestMatch].m_ptArray[pre_index].x;
								dist_p = fabs(point_x - b);
								pre_index = pre_index - 1;
								if (abs(dist_c - dist_p) >= 10)
								{
									break;
								}
							}
						}
						
						bool flag_c, flag_p;
						if (m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].x >= b)
						{
							flag_c = 1;
						}
						else
						{
							flag_c = 0;
						}

						if (point_x >= b)
						{
							flag_p = 1;
						}
						else
						{
							flag_p = 0;
						}

						if (abs(dist_c - dist_p) < 10)
						{
							m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
							m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 0;
							return;
						}
						//if (pRegionInfo[indexROI].dir == 1)
						if (pRegionInfo[indexROI].finaldir == 1)	//by zl 20150914
						{
							if (flag_c * flag_p == 1)
							{
								if (dist_c <= dist_p)
								{
									m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
									m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
									return;
								}	
							}
							else if (flag_c == 0 && flag_p == 1)
							{
								m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
								m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
								return;
							}
							else if (flag_c == 0 && flag_p == 0)
							{
								if (dist_p <= dist_c)
								{
									m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
									m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
									return;
								}
							}

						} 
						else
						{
							if (flag_c == 0 && flag_p == 0)
							{
								if (dist_c <= dist_p)
								{
									m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
									m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
									return;
								}	
							}
							else if (flag_c == 1 && flag_p == 0)
							{
								m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
								m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
								return;
							}
							else if (flag_c == 1 && flag_p == 1)
							{
								if (dist_p <= dist_c)
								{
									m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
									m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 3;
									return;
								}
							}
						}

						
					}
				}
			}
		}
	}

	m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
	m_TargetArray[dwBestMatch].pbAlarmType[indexROI][2] = 0;
}

//双向越界
void RegionSurveillance::TwoWayCrossBorder(bool *pRegion_i, int dwBestMatch, int ForBottom, int ForTop, int ForLeft, int ForRight, int indexROI)
{
	// 只要目标外接矩形有一个点进入区域则报警
	int xmin = min(ForLeft, ForRight), xmax = max(ForLeft, ForRight), ymin = min(ForBottom, ForTop), ymax = max(ForBottom, ForTop);
	for (int iy = ymin; iy <= ymax; iy++)
	{
		for (int ix = xmin; ix <= xmax; ix++)
		{
			if (pRegion_i[GlobelWidth * iy + ix])
			{
				m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
				m_TargetArray[dwBestMatch].pbAlarmType[indexROI][3] = 4;
				return;
			}
		}
	}
	m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
	m_TargetArray[dwBestMatch].pbAlarmType[indexROI][3] = 0;
}

////双向越界
//void RegionSurveillance::TwoWayCrossBorder(bool *pRegion_i, int dwBestMatch, int ForBottom, int ForTop, int ForLeft, int ForRight, int indexROI)
//{
//	// 只要目标外接矩形有一个点进入区域则报警
//	int xmin = min(ForLeft, ForRight), xmax = max(ForLeft, ForRight), ymin = min(ForBottom, ForTop),  ymax= max(ForBottom, ForTop);
//	for (int iy = ymin; iy <= ymax; iy++)
//	{
//		for (int ix = xmin; ix <= xmax; ix++)
//		{
//			if (pRegion_i[GlobelWidth * iy + ix])
//			{
//				m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
//				m_TargetArray[dwBestMatch].pbAlarmType[indexROI] = 4;
//				return;
//			}
//		} 
//	}
//    m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
//	m_TargetArray[dwBestMatch].pbAlarmType[indexROI] = -1;
//}

// 监测遗留或移除 0 遗留 1移除
bool RegionSurveillance::detectLeftRemove(unsigned char* pRGBIn, int ForBottom, int ForTop, int ForLeft, int ForRight)
{
	bool flag;
	int surround_b, surround_t, surround_l, surround_r;
	int i, j;
	int temp;

	if (ForTop > ForBottom)
	{
		temp = ForBottom;
		ForBottom = ForTop;
		ForTop = temp;
	}

	if (ForLeft > ForRight)
	{
		temp = ForRight;
		ForRight = ForLeft;
		ForLeft = temp;
	}

	surround_l = max(0, ForLeft - 15);
	surround_t = max(0, ForTop - 15);
    surround_b = min(GlobelHeight - 1, ForBottom + 15);
	surround_r = min(GlobelHeight - 1, ForRight + 15);
	
	double s1[3], s2[3];
	int num;

	s1[0] = 0;
	s1[1] = 0;
	s1[2] = 0;
	
	num = 0;
	for (i = ForTop; i <= ForBottom; i++)
	{
		for (j = ForLeft; j <= ForRight; j++)
		{
			s1[0] += pRGBIn[GlobelWidthstep * i + 3 * j];
			s1[1] += pRGBIn[GlobelWidthstep * i + 3 * j + 1];
			s1[2] += pRGBIn[GlobelWidthstep * i + 3 * j + 2];
			num ++;
		}
	}
    if (num >= 1)
    {
		s1[0] /= num;
		s1[1] /= num;
		s1[2] /= num;
	}
	else
	{
		return 1;
	}

	double dist1;
	dist1 = sqrt(s1[0] * s1[0] + s1[1] * s1[1] + s1[2] * s1[2]);

	s2[0] = 0;
	s2[1] = 0;
	s2[2] = 0;

	num = 0;
	for (i = surround_t; i <= surround_b; i++)
	{
		for (j = surround_l; j <= surround_r; j++)
		{
			s2[0] += pRGBIn[GlobelWidthstep * i + 3 * j];
			s2[1] += pRGBIn[GlobelWidthstep * i + 3 * j + 1];
			s2[2] += pRGBIn[GlobelWidthstep * i + 3 * j + 2];
			num ++;
		}
	}
	if (num >= 1)
	{
		s2[0] /= num;
		s2[1] /= num;
		s2[2] /= num;
	}
	else
	{
		return 1;
	}

	double dist2;
	dist2 = sqrt(s2[0] * s2[0] + s2[1] * s2[1] + s2[2] * s2[2]);

	double ratio = 0;
	if (dist1 >= dist2)
	{
		if (fabs(dist1) < 0.0001)
		{
			ratio = 1.0;
		}
		else
		{
			ratio =  dist2 / dist1;
		}
		
	} 
	else
	{
		if (fabs(dist2) < 0.0001)
		{
			ratio = 1.0;
		} 
		else
		{
			ratio = dist1 / dist2;
		}
	}
	
	if (ratio >= 0.85 && ratio <= 1.0) //相近表示移除
	{
		flag = 1;
	} 
	else // 否则表示遗留
	{
		flag = 0;
	}

	return flag;
}

bool CTargetFunc (CTarget &a, CTarget &b)
{

	if (a.m_CurRefPoint.x == b.m_CurRefPoint.x && a.m_CurRefPoint.y == b.m_CurRefPoint.y)
		return true;
	else
		return false;
}
// 徘徊监测
void RegionSurveillance::WanderMonitoring(bool *pRegion_i, int dwBestMatch, int ForBottom, int ForTop, int ForLeft, int ForRight, int indexROI, RegionInfo* pRegionInfo, unsigned char* pRGBIn)
{
	// 目标外接矩形有一个边进入禁区且外接矩形中心点位于禁区内
	bool flag = 0;
	
	if ((pRegion_i[GlobelWidth * ForBottom + ForLeft] ||
		pRegion_i[GlobelWidth * ForTop + ForLeft] ||
		pRegion_i[GlobelWidth * ForTop + ForRight] ||
		pRegion_i[GlobelWidth * ForBottom + ForRight]) && (pRegion_i[GlobelWidth * (int)((ForBottom + ForTop) / 2) + (ForLeft + ForRight) / 2])&& (indexROI >= 0 && indexROI < m_numROI))
	{
		//cout << dwBestMatch << endl;
		if (m_TargetArray[dwBestMatch].nFrameCurr == 0)
		{
			m_TargetArray[dwBestMatch].nFrameCurr = 1;
			m_TargetArray[dwBestMatch].lastFrame = 0;
		}
		else
		{
			if (m_TargetArray[dwBestMatch].lastFrame <= 5)
			{
				m_TargetArray[dwBestMatch].nFrameCurr++;
				m_TargetArray[dwBestMatch].lastFrame = 0;
			} 
			else
			{
				m_TargetArray[dwBestMatch].nFrameCurr = 0;
				m_TargetArray[dwBestMatch].lastFrame = 0;
			}
		}
		if ((1 == m_TargetArray[dwBestMatch].m_ptArray.size() && m_TargetArray[dwBestMatch].nFrameCurr == 1) && m_TargetArray[dwBestMatch].m_bFirstInWander == true )     //因在徘徊区域内，检测目标对象判定为新对象，将该新对象的nFrameCurr，设置为该区域内最接近的对象的nFrameCurr
		{
			double bestDistance = 0;
			CTarget best;
			int index = 0;
			for (auto item : indexInWander)
			{
				auto distance = sqrt((m_TargetArray[dwBestMatch].m_CurRefPoint.x - item.m_PredictionPoint.x) *
					(m_TargetArray[dwBestMatch].m_CurRefPoint.x - item.m_PredictionPoint.x) +
					(m_TargetArray[dwBestMatch].m_CurRefPoint.y - item.m_PredictionPoint.y) *
					(m_TargetArray[dwBestMatch].m_CurRefPoint.y - item.m_PredictionPoint.y));
				if (0 == bestDistance)
				{
					bestDistance = distance;
					best = item;
				}
				else if (bestDistance > distance)
				{
					bestDistance = distance;
					best = item;
				}
				++index;
			}
			if (indexInWander.empty())
			{
				
			}
			else
			{
				auto CTargetFunc = [best](CTarget &a)->bool {
					if (best.m_dwID == a.m_dwID)
						return true;
					else
						return false;
				};
				m_TargetArray[dwBestMatch].nFrameCurr = best.nFrameCurr;
				m_TargetArray[dwBestMatch].m_dwID = best.m_dwID;
				auto iter = std::find_if(indexInWander.begin(), indexInWander.end(), CTargetFunc);
				if (iter != indexInWander.end())
					indexInWander.erase(iter);
			}
	
		}
		if (m_TargetArray[dwBestMatch].nFrameCurr >= pRegionInfo[indexROI].nFrameNum)
		{
			m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
			m_TargetArray[dwBestMatch].pbAlarmType[indexROI][4] = 5;
			flag = 1;

			CTarget best = m_TargetArray[dwBestMatch];
			auto CTargetFunc = [best](CTarget &a)->bool {
				if (best.m_dwID == a.m_dwID)
					return true;
				else
					return false;
			};
			auto iter = std::find_if(indexInWander.begin(), indexInWander.end(), CTargetFunc);
			if (iter != indexInWander.end())
				indexInWander.erase(iter);
			indexInWander.push_back(m_TargetArray[dwBestMatch]);
			//cout << "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~" << dwBestMatch << endl;
		}
		else
		{
			CTarget best = m_TargetArray[dwBestMatch];
			auto CTargetFunc = [best](CTarget &a)->bool {
				if (best.m_dwID == a.m_dwID)
					return true;
				else
					return false;
			};
			auto iter = std::find_if(indexInWander.begin(), indexInWander.end(), CTargetFunc);
			if (iter != indexInWander.end())
				indexInWander.erase(iter);
		}
		m_TargetArray[dwBestMatch].m_bFirstInWander = false;


		// 判断模板是否进行更新  0 遗留 1移除
		left_flag_now_w = detectLeftRemove(pRGBIn, ForBottom, ForTop, ForLeft, ForRight);
	}
	else
	{
		left_flag_now_w = 1;
		//cout << dwBestMatch << endl;
		CTarget best = m_TargetArray[dwBestMatch];
		auto CTargetFunc = [best](CTarget &a)->bool {
			if (best.m_dwID == a.m_dwID)
				return true;
			else
				return false;
		};
		auto iter = std::find_if(indexInWander.begin(), indexInWander.end(), CTargetFunc);
		if(iter != indexInWander.end())
		indexInWander.erase(iter);
	}
	if (flag == 0)
	{
		m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
		m_TargetArray[dwBestMatch].pbAlarmType[indexROI][4] = 0;
	}
	
	m_TargetArray[dwBestMatch].lastFrame++;
}


// 丢包监测
void RegionSurveillance::StayMonitoring(bool *pRegion_i, int dwBestMatch, int ForBottom, int ForTop, int ForLeft, int ForRight, int indexROI, RegionInfo* pRegionInfo, unsigned char* pRGBIn)
{
	// 目标外接矩形有一个边进入禁区且外接矩形中心点位于禁区内
	int tar_size = m_TargetArray[dwBestMatch].m_ptArray.size();
	int cur_dis;
	bool flag = 0;
	/*if (pRegion_i[GlobelWidth * ForBottom + ForLeft] ||
		pRegion_i[GlobelWidth * ForTop + ForLeft] ||
		pRegion_i[GlobelWidth * ForTop + ForRight] ||
		pRegion_i[GlobelWidth * ForBottom + ForRight])*/
	{
		//if (pRegion_i[GlobelWidth * (int) ((ForBottom + ForTop) / 2) + (ForLeft + ForRight) / 2])
		{
			if (indexROI >= 0 && indexROI < m_numROI)
			{
				if (m_TargetArray[dwBestMatch].nFrameCurr == 0)
				{
					m_TargetArray[dwBestMatch].nFrameCurr = 1;
					m_TargetArray[dwBestMatch].lastFrame = 0;
				}
				else
				{
					if (tar_size >= 2)
					{
						cur_dis = (m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].x - m_TargetArray[dwBestMatch].m_ptArray[tar_size - 2].x) * (m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].x - m_TargetArray[dwBestMatch].m_ptArray[tar_size - 2].x) + 
							          (m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].y - m_TargetArray[dwBestMatch].m_ptArray[tar_size - 2].y) * (m_TargetArray[dwBestMatch].m_ptArray[tar_size - 1].y - m_TargetArray[dwBestMatch].m_ptArray[tar_size - 2].y);
					}
					else
					{
						cur_dis = 0;
					}
					if (m_TargetArray[dwBestMatch].lastFrame <= 5 && cur_dis <= tar_size * tar_size)
					{
						m_TargetArray[dwBestMatch].nFrameCurr++;
						m_TargetArray[dwBestMatch].lastFrame = 0;
					} 
					else
					{
						m_TargetArray[dwBestMatch].nFrameCurr = 0;
						m_TargetArray[dwBestMatch].lastFrame = 0;
					}
				}
				
				if (m_TargetArray[dwBestMatch].nFrameCurr >= pRegionInfo[indexROI].nFrameNum)
				{
					
					m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = true;
					m_TargetArray[dwBestMatch].pbAlarmType[indexROI][5] = 6;
					flag = 1;
				}
			}
		}

		// 判断模板是否进行更新  0 遗留 1移除
		left_flag_now_s = detectLeftRemove(pRGBIn, ForBottom, ForTop, ForLeft, ForRight);
	}
	/*else
	{
		left_flag_now_s = 1;
	}*/

	if (flag == 0)
	{
		m_TargetArray[dwBestMatch].pbAlarmState[indexROI] = false;
		m_TargetArray[dwBestMatch].pbAlarmType[indexROI][5] = 0;
	}

	m_TargetArray[dwBestMatch].lastFrame++;
}

void RegionSurveillance::RSrelease()
{
	
	if (pConExtraction)
	{
		delete pConExtraction;
		pConExtraction = NULL;
	}
	

	for (int i = 0; i < MAXROINUM; i++)
	{
		if (pRegion[i] !=NULL)
		{
			delete[] pRegion[i];
		}
	}
	
	if (pRegion != NULL)
	{
		delete[] pRegion;
		pRegion = NULL;
	}

	if (pAlarmInfo != NULL)
	{
		delete[] pAlarmInfo;
		pAlarmInfo = NULL;
	}

	// 释放m_TargetArray
    int i;
	for (i = 0; i < (int)m_TargetArray.size(); i++)
	{
		m_TargetArray[i].m_ptArray.clear();
		vector<CMPoint>().swap(m_TargetArray[i].m_ptArray);
		{
			std::vector<CMPoint>tmp = m_TargetArray[i].m_ptArray;
			m_TargetArray[i].m_ptArray.swap(tmp);
		}
	}

	m_TargetArray.clear();
	m_FinalArray.clear();	

	//m_TargetArray.swap(vector<CTarget>(0));
	//m_FinalArray.swap(vector<CTarget>(0));

	if (MaskImgData != NULL)
	{
		free(MaskImgData);
		MaskImgData = NULL;
	}
	
	if (greyImgData != NULL)
	{
		free(greyImgData);
		greyImgData = NULL;
	}
	
	if (vbM->bg_samples != NULL)
	{
		free(vbM->bg_samples);
		vbM->bg_samples = NULL;
	}

	if (vbM != NULL)
	{
		free(vbM);
		vbM = NULL;
	}
	FreeRand();
	FreeRandNeighbor();

	if(maskImg)
	{
		delete [] maskImg;
		maskImg = NULL;
	}
	if(VBPARAM)
		delete VBPARAM;
	VBPARAM = NULL;
}

void RegionSurveillance::VibeModelFree(VibeModel_t *model)
{
	free(model->bg_samples);
	if (model != NULL)
	{
		free(model);
		model = NULL;
	}

	FreeRand();
	FreeRandNeighbor();
}




//{
//	CvSize a;
//	//a.width = GlobelWidth;
//	//a.height = GlobelHeight;
//	//IplImage *im = cvCreateImage(a, 8, 1);
//	//im->imageData = (char*)image2.data;

//	//IplImage *img_3 = cvCreateImage(cvGetSize(im), 8, 3); //创建3通道图像
//	//cvCvtColor(im, img_3, CV_GRAY2BGR);//单通道转3通道

//	IplImage *img_3;
//	img_3 = &IplImage(image2);

//	for (int i = 0; i < ForegroundArray.size(); i++)
//	{
//		//cvRectangle(img_3, CvPoint(foreContours[i].left, foreContours[i].top),
//		//	CvPoint(foreContours[i].right, foreContours[i].bottom), CV_RGB(0, 255, 0), 2);	//绿色画框
//		cvRectangle(img_3, CvPoint(ForegroundArray[i].m_rtConnect.left, ForegroundArray[i].m_rtConnect.top),
//			CvPoint(ForegroundArray[i].m_rtConnect.right, ForegroundArray[i].m_rtConnect.bottom), CV_RGB(0, 255, 0), 2);	//绿色画框
//	}

//	a.width = GlobelWidth / 2;
//	a.height = GlobelHeight / 2;
//	IplImage *desc = cvCreateImage(a, img_3->depth, img_3->nChannels);
//	cvResize(img_3, desc, CV_INTER_CUBIC);

//	cvShowImage("L2", img_3);
//	cvWaitKey(1);
//}

/*
// Draw it
int dwPointNum = m_TargetArray[dwBestMatch].m_ptArray.size();

if (dwPointNum >= m_dwMinFrame)
{
unsigned char bRed   = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 3) * 85 + 85);
unsigned char bGreen = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 7) * 36 + 36);
unsigned char bBlue  = (unsigned char) ((m_TargetArray[dwBestMatch].m_dwID % 13) * 20 + 15);

// Draw rectangle
//横线
// 目标外接矩形 红色
for (int t = ForegroundArray[i].m_rtConnect.left; t <= ForegroundArray[i].m_rtConnect.right; t++)
{
pRGBIn[ForegroundArray[i].m_rtConnect.top * dwStep + t * 3] = 0;
pRGBIn[ForegroundArray[i].m_rtConnect.top * dwStep + t * 3 + 1] = 0;
pRGBIn[ForegroundArray[i].m_rtConnect.top * dwStep + t * 3 + 2] = 255;
pRGBIn[ForegroundArray[i].m_rtConnect.bottom * dwStep + t * 3] = 0;
pRGBIn[ForegroundArray[i].m_rtConnect.bottom * dwStep + t * 3 + 1] = 0;
pRGBIn[ForegroundArray[i].m_rtConnect.bottom * dwStep + t * 3 + 2] = 255;
}
for (int t = ForegroundArray[i].m_rtConnect.top; t < ForegroundArray[i].m_rtConnect.bottom; t++)
{
pRGBIn[t * dwStep + ForegroundArray[i].m_rtConnect.left * 3] = 0;
pRGBIn[t * dwStep + ForegroundArray[i].m_rtConnect.left * 3 + 1] = 0;
pRGBIn[t * dwStep + ForegroundArray[i].m_rtConnect.left * 3 + 2] = 255;
pRGBIn[t * dwStep + ForegroundArray[i].m_rtConnect.right * 3] = 0;
pRGBIn[t * dwStep + ForegroundArray[i].m_rtConnect.right * 3 + 1] = 0;
pRGBIn[t * dwStep + ForegroundArray[i].m_rtConnect.right * 3 + 2] = 255;
}

//-----------------------------
int a = ForegroundArray[i].m_rtConnect.bottom;
int b = ForegroundArray[i].m_rtConnect.top;
int c = ForegroundArray[i].m_rtConnect.left;
int d = ForegroundArray[i].m_rtConnect.right;


// ROI 监控
for (int ii = 0; ii < m_numROI; ii++)
{
// 目标外接矩形进行区域且目标中心点在区域内，则报警
if (pAlarmInfo[ii] == 1)	//禁止区域
{
if (pRegion[ii][GlobelWidth * a + c] ||
pRegion[ii][GlobelWidth * b + c] ||
pRegion[ii][GlobelWidth * b + d] ||
pRegion[ii][GlobelWidth * a + d])
{
if (pRegion[ii][GlobelWidth * (int) ((a + b) / 2) + (c + d) / 2])
{
//printf("alarm 1!\n");
m_TargetArray[dwBestMatch].m_AlarmState = true;
m_TargetArray[dwBestMatch].m_AlarmNum = ii;
//printf("%d",m_TargetArray[dwBestMatch].m_AlarmNum );
}
}
}
// 只要目标外接矩形有一个点进入区域则报警
if (pAlarmInfo[ii] == 2) //拌线
{
int xmin = min(c, d), xmax = max(c, d), ymin = min(a, b), ymax = max(a, b);
for (int iy = ymin; iy <= ymax; iy++)
{
for (int ix = xmin; ix <= xmax; ix++)
{
if (pRegion[ii][GlobelWidth * iy + ix])
{
m_TargetArray[dwBestMatch].m_AlarmState = true;
m_TargetArray[dwBestMatch].m_AlarmNum = ii;
break;
}
}
}
}

// 只要目标外接矩形进入区域中，且面积大于ROI区域面积的一半同时外接矩形中心点在区域内，则报警
if (pAlarmInfo[ii] == 3)	//遗留检测
{
int TotalArea = 0;
if (TotalArea == 0)
{
for (int ai = 0; ai < GlobelHeight * GlobelWidth; ai++)
{
if (pRegion[ii][ai] == 1)
{
TotalArea++;
}
}
}
if (pRegion[ii][GlobelWidth * a + c] ||
pRegion[ii][GlobelWidth * b + c] ||
pRegion[ii][GlobelWidth * b + d] ||
pRegion[ii][GlobelWidth * a + d])
{
if (abs(a - b) * abs(c - d) >= (TotalArea / 2) && (pRegion[ii][GlobelWidth * (int) ((a + b) / 2) + (c + d) / 2]))
{
//printf("alarm 3!\n");
m_TargetArray[dwBestMatch].m_AlarmState = true;
m_TargetArray[dwBestMatch].m_AlarmNum = ii;
}
}
}
}

//保存最终输出目标
m_FinalArray.push_back(m_TargetArray[dwBestMatch]);

CMPoint ptLast = m_TargetArray[dwBestMatch].m_ptArray[0];

// 对目标的每一个匹配项进行遍历
for (int l = 1; l < dwPointNum; l++)
{
ForegroundArray[i].m_ptCenter = m_TargetArray[dwBestMatch].m_ptArray[l];
if (ForegroundArray[i].m_ptCenter == ptLast)
{
// Draw a point
//描绘目标中心点
pRGBIn[ForegroundArray[i].m_ptCenter.y * dwStep + ForegroundArray[i].m_ptCenter.x * 3] = bBlue;
pRGBIn[ForegroundArray[i].m_ptCenter.y * dwStep + ForegroundArray[i].m_ptCenter.x * 3 + 1] = bGreen;
pRGBIn[ForegroundArray[i].m_ptCenter.y * dwStep + ForegroundArray[i].m_ptCenter.x * 3 + 2] = bRed;
}
else
{
// Draw line
if (abs(ForegroundArray[i].m_ptCenter.x - ptLast.x) > abs(ForegroundArray[i].m_ptCenter.y - ptLast.y))
{
double dk = ((double) ForegroundArray[i].m_ptCenter.y - ptLast.y) / (ForegroundArray[i].m_ptCenter.x - ptLast.x);
double b = ForegroundArray[i].m_ptCenter.y - ForegroundArray[i].m_ptCenter.x * dk;
int colMin = ForegroundArray[i].m_ptCenter.x;
int colMax = ptLast.x;
if (colMin > colMax)
{
int dwTemp = colMin;
colMin = colMax;
colMax = dwTemp;
}
for (int col = colMin; col <= colMax; col++)
{
int row = (int) (dk * col + b + 0.5);
row = row < height ? row : height - 1;
row = row >= 0 ? row : 0;
pRGBIn[row * dwStep + col * 3] = bBlue;
pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
pRGBIn[row * dwStep + col * 3 + 2] = bRed;
if (++row < height)
{
pRGBIn[row * dwStep + col * 3] = bBlue;
pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
pRGBIn[row * dwStep + col * 3 + 2] = bRed;
}
else if ((row -= 2) >= 0)
{
pRGBIn[row * dwStep + col * 3] = bBlue;
pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
pRGBIn[row * dwStep + col * 3 + 2] = bRed;
}
}
}
else
{
double dk = ((double) ForegroundArray[i].m_ptCenter.x - ptLast.x) / (ForegroundArray[i].m_ptCenter.y - ptLast.y);
double b = ForegroundArray[i].m_ptCenter.x - ForegroundArray[i].m_ptCenter.y * dk;
int rowMin = ForegroundArray[i].m_ptCenter.y;
int rowMax = ptLast.y;
if (rowMin > rowMax)
{
int dwTemp = rowMin;
rowMin = rowMax;
rowMax = dwTemp;
}
for (int row = rowMin; row <= rowMax; row++)
{
int col = (int) (dk * row + b + 0.5);
col = col < width? col : width - 1;
col = col >= 0 ? col : 0;
pRGBIn[row * dwStep + col * 3] = bBlue;
pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
pRGBIn[row * dwStep + col * 3 + 2] = bRed;
if (++col < width)
{
pRGBIn[row * dwStep + col * 3] = bBlue;
pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
pRGBIn[row * dwStep + col * 3 + 2] = bRed;
}
else if ((col -= 2) >= 0)
{
pRGBIn[row * dwStep + col * 3] = bBlue;
pRGBIn[row * dwStep + col * 3 + 1] = bGreen;
pRGBIn[row * dwStep + col * 3 + 2] = bRed;
}
}
}
}
ptLast = ForegroundArray[i].m_ptCenter;
}
}	// draw it and judge area function
*/