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KeyframeExtraction.cpp
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executable file
·201 lines (191 loc) · 6.51 KB
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#include "KeyframeExtraction.h"
using namespace std;
KeyframeExtraction::KeyframeExtraction(){
RATIO_T = 0.4;
}
KeyframeExtraction::~KeyframeExtraction(){
}
void KeyframeExtraction::init(char *videoPath){
this->videoPath = videoPath;
//simpleFrameList.clear();
//keyframeList.clear();
}
int KeyframeExtraction::simpleExtraction(){
CvCapture* pCapture = NULL;
//char *VIDEOPATH = "F:/database/yanshi/访谈类节目 标清.avi";
int nTotalFrame = 0; ///<当前视频总帧数*/
int nFps; ///<当前视频默认帧率
IplImage *pOriFrame = NULL; ///<原始帧(3通道)
//IplImage *grayFrame = NULL;
pCapture = cvCreateFileCapture(videoPath);///<获取视频头指针
if (pCapture == NULL)
{
printf("capture NULL");
return -1;///<获取失败返回-1
}
pOriFrame = cvQueryFrame(pCapture);
if (!pOriFrame){
printf("frame == NULL");
return -1;
}
//grayFrame = cvCreateImage(cvSize(pOriFrame->width,pOriFrame->height),IPL_DEPTH_8U,1);
///视频信息
nTotalFrame = (int)cvGetCaptureProperty(pCapture, CV_CAP_PROP_FRAME_COUNT);///<获取视频总帧数
nFps = (int)cvGetCaptureProperty(pCapture, CV_CAP_PROP_FPS);///<获取视频帧率
cvSetCaptureProperty(pCapture, CV_CAP_PROP_POS_FRAMES, 1);///<重置视频当前帧为首帧
float frameNumPerMinute = 1;
int perFrameFromframeNum = nFps*60/frameNumPerMinute;
int nFrmNum = perFrameFromframeNum/2;
int extractFrameNum = 0;
//CString framePath = "F:\\database\\yanshi\\frame\\fangtan\\%d.jpg";
while(1){//!pOriFrame){//nTotalFrame){
cvSetCaptureProperty(pCapture,CV_CAP_PROP_POS_FRAMES,nFrmNum);
pOriFrame = cvQueryFrame(pCapture);
int nCurrentFrame = (int)cvGetCaptureProperty(pCapture, CV_CAP_PROP_POS_FRAMES);
if (!pOriFrame){
break;
}
//CString frameNoPath;
//frameNoPath.Format(framePath,extractFrameNum);
//cvCvtColor(pOriFrame,grayFrame,CV_BGR2GRAY);
//cvSaveImage(frameNoPath,grayFrame);
//cvSaveImage(frameNoPath,pOriFrame);
simpleFrameList.push_back(cvCloneImage(pOriFrame));
extractFrameNum++;
nFrmNum += perFrameFromframeNum;
}
simpleFrameNum = extractFrameNum;
if(pCapture!=NULL){
cvReleaseCapture(&pCapture);
}
return 0;
//return extractFrameNum;
}
void KeyframeExtraction::hsvHistExtraction(){
//CString framePath = "F:\\database\\frames\\%d.bmp";
//CString keyFramePath = "F:\\database\\keyframes\\%d.bmp";
int keyFrameNo = 0;
IplImage *frame1 = NULL; ///
IplImage *frame2 = NULL; ///
IplImage *frame3 = NULL;//交换时使用
//CString frameNoPath;
//string frameNoPath;
//
//frameNoPath.Format(framePath,frameNo);
/*if(!(frame1 = cvLoadImage(frameNoPath,CV_LOAD_IMAGE_COLOR))){
cout<< frameNoPath <<" can't open "<<endl;
return;
}*/
//CString keyframeNoPath;
//keyframeNoPath.Format(keyFramePath,keyFrameNo);
//keyFrameNo++;
//cvSaveImage(keyframeNoPath,frame1);
int frameNo = 0;
frame1 = simpleFrameList.at(frameNo);
IplImage* hsvframe = cvCreateImage( cvGetSize(frame1), 8, 3 );//用于存放HSV
IplImage* hFrame = cvCreateImage( cvGetSize(frame1), 8, 1 );
IplImage* sFrame = cvCreateImage( cvGetSize(frame1), 8, 1 );
IplImage* vFrame = cvCreateImage( cvGetSize(frame1), 8, 1 );
IplImage* planes[] = { hFrame, sFrame,vFrame};
/** H 分量划分为16个等级,S分量划分为8个等级 */
int hBins = 32, sBins = 16,vBins = 20;
int histSize[] = {hBins, sBins,vBins};
/** H 分量的变化范围 */
float hRange[] = { 0, 180 };
/** S 分量的变化范围*/
float sRange[] = { 0, 255 };
float vRange[] = {0.0, 1.0};
//float* HSVRanges[] = { hRange, sRange, vRange};
float* hRanges[]={hRange};
float* sRanges[]={sRange};
float* vRanges[] = {vRange};
//CvHistogram * hist1 = cvCreateHist( 3, hist_size, CV_HIST_ARRAY, ranges, 1 );
//CvHistogram * hist2 = cvCreateHist( 3, hist_size, CV_HIST_ARRAY, ranges, 1 );
CvHistogram *hHist1 = cvCreateHist( 1, &hBins, CV_HIST_ARRAY, hRanges, 1 );
CvHistogram *sHist1 = cvCreateHist( 1, &sBins, CV_HIST_ARRAY, sRanges, 1 );
CvHistogram *vHist1 = cvCreateHist( 1, &vBins, CV_HIST_ARRAY, vRanges, 1 );
CvHistogram *hHist2 = cvCreateHist( 1, &hBins, CV_HIST_ARRAY, hRanges, 1 );
CvHistogram *sHist2 = cvCreateHist( 1, &sBins, CV_HIST_ARRAY, sRanges, 1 );
CvHistogram *vHist2 = cvCreateHist( 1, &vBins, CV_HIST_ARRAY, vRanges, 1 );
/** 输入图像转换到HSV颜色空间 */
cvCvtColor( frame1, hsvframe, CV_BGR2HSV );
cvCvtPixToPlane( hsvframe, hFrame, sFrame, vFrame, 0 );//分割多通道数组成几个单通道数组或者从数组中提取一个通道
//cvCalcHist( planes, hist1, 0, 0 );
cvCalcHist(&hFrame,hHist1,0,0);
cvCalcHist(&sFrame,sHist1,0,0);
cvCalcHist(&vFrame,vHist1,0,0);
//hsvframe = NULL;
//int frameNo = 0;
frame2 = simpleFrameList.at(frameNo);
keyframeList.push_back(cvCloneImage(frame2));
for(frameNo=1;frameNo<simpleFrameNum;frameNo++)
{
//CString frameNoPath;
/*frameNoPath.Format(framePath,frameNo);
if(!(frame2 = cvLoadImage(frameNoPath,CV_LOAD_IMAGE_COLOR))){
cout<< frameNoPath <<" can't open "<<endl;
return;
}*/
frame2 = simpleFrameList.at(frameNo);
cvCvtColor( frame2, hsvframe, CV_BGR2HSV );
cvCvtPixToPlane( hsvframe, hFrame, sFrame, vFrame, 0 );
//cvCalcHist(planes,hist2,0,0);
cvCalcHist(&hFrame,hHist2,0,0);
cvCalcHist(&sFrame,sHist2,0,0);
cvCalcHist(&vFrame,vHist2,0,0);
float hRatio = cvCompareHist(hHist1,hHist2,CV_COMP_CORREL);
float sRatio = cvCompareHist(sHist1,sHist2,CV_COMP_CORREL);
float vRatio = cvCompareHist(sHist1,sHist2,CV_COMP_CORREL);
float ratio =( hRatio+sRatio+vRatio)/3.0;
if(ratio < RATIO_T){
/*CString keyframeNoPath;
keyframeNoPath.Format(keyFramePath,keyFrameNo);
keyFrameNo++;
cvSaveImage(keyframeNoPath,frame2);*/
//IplImage* tempImg = cvCloneImage(frame2);
keyframeList.push_back(cvCloneImage(frame2));
}
cvCopyHist(hHist2,&hHist1);
cvCopyHist(sHist2,&sHist1);
cvCopyHist(vHist2,&vHist1);
}
if(frame1!=NULL){
cvReleaseImage(&frame1);
}
if(frame2!=NULL){
cvReleaseImage(&frame2);
}
if (hsvframe!=NULL){
cvReleaseImage(&hsvframe);
}
if (hFrame!=NULL){
cvReleaseImage(&hFrame);
}
if (sFrame!=NULL){
cvReleaseImage(&sFrame);
}
if (vFrame!=NULL){
cvReleaseImage(&vFrame);
}
if(hHist1!=NULL){
cvReleaseHist(&hHist1);
}
if(sHist1!=NULL){
cvReleaseHist(&sHist1);
}
if(vHist1!=NULL){
cvReleaseHist(&vHist1);
}
if(hHist2!=NULL){
cvReleaseHist(&hHist2);
}
if(sHist2!=NULL){
cvReleaseHist(&sHist2);
}
if(vHist2!=NULL){
cvReleaseHist(&vHist2);
}
}
vector<IplImage*> KeyframeExtraction::getKeyframeList(){
return keyframeList;
}