背景建模技术(五):视频捕获(VideoCapture)模块
本次对“视频捕获(VideoCapture)模块”做出分析,给出源代码和对应的程序流程框架。
视频捕获模块的主要功能是设置视频或相机参数,并读取设置配置参数,最后进入帧处理模块的process进程,该模块的源码如下,请重点关注start()函数:
#include "VideoCapture.h"
namespace bgslibrary
{
namespace VC_ROI
{
IplImage* img_input1 = 0;
IplImage* img_input2 = 0;
int roi_x0 = 0;
int roi_y0 = 0;
int roi_x1 = 0;
int roi_y1 = 0;
int numOfRec = 0;
int startDraw = 0;
bool roi_defined = false;
bool use_roi = true;
bool disable_event = false;
void reset(void)
{
disable_event = false;
startDraw = false;
}
void VideoCapture_on_mouse(int evt, int x, int y, int flag, void* param)
{
if (use_roi == false || disable_event == true)
return;
if (evt == CV_EVENT_LBUTTONDOWN)
{
if (!startDraw)
{
roi_x0 = x;
roi_y0 = y;
startDraw = 1;
}
else
{
roi_x1 = x;
roi_y1 = y;
startDraw = 0;
roi_defined = true;
disable_event = true;
}
}
if (evt == CV_EVENT_MOUSEMOVE && startDraw)
{
//redraw ROI selection
img_input2 = cvCloneImage(img_input1);
cvRectangle(img_input2, cvPoint(roi_x0, roi_y0), cvPoint(x, y), CV_RGB(255, 0, 0), 1);
cvShowImage("Input", img_input2);
cvReleaseImage(&img_input2);
//startDraw = false;
//disable_event = true;
}
}
}
VideoCapture::VideoCapture() : key(0), start_time(0), delta_time(0), freq(0), fps(0), frameNumber(0), stopAt(0),
useCamera(false), useVideo(false), input_resize_percent(100), showOutput(true), enableFlip(false)
{
std::cout << "VideoCapture()" << std::endl;
}
VideoCapture::~VideoCapture()
{
std::cout << "~VideoCapture()" << std::endl;
}
void VideoCapture::setFrameProcessor(IFrameProcessor* frameProcessorPtr)
{
frameProcessor = frameProcessorPtr;
}
void VideoCapture::setCamera(int index)
{
useCamera = true;
cameraIndex = index;
useVideo = false;
}
void VideoCapture::setUpCamera()
{
std::cout << "Camera index:" << cameraIndex << std::endl;
capture = cvCaptureFromCAM(cameraIndex);
if (!capture)
std::cerr << "Cannot open initialize webcam!\n" << std::endl;
}
void VideoCapture::setVideo(std::string filename)
{
useVideo = true;
videoFileName = filename;
useCamera = false;
}
void VideoCapture::setUpVideo()
{
capture = cvCaptureFromFile(videoFileName.c_str());
if (!capture)
std::cerr << "Cannot open video file " << videoFileName << std::endl;
}
void VideoCapture::start()
{
///////////////loadConfig
loadConfig();
///////////////setUpCamera
if (useCamera) setUpCamera();
///////////////setUpVideo
if (useVideo) setUpVideo();
if (!capture) std::cerr << "Capture error..." << std::endl;
int input_fps = cvGetCaptureProperty(capture, CV_CAP_PROP_FPS);
std::cout << "input->fps:" << input_fps << std::endl;
IplImage* frame1 = cvQueryFrame(capture);
frame = cvCreateImage(cvSize((int)((frame1->width*input_resize_percent) / 100), (int)((frame1->height*input_resize_percent) / 100)), frame1->depth, frame1->nChannels);
//cvCreateImage(cvSize(frame1->width/input_resize_factor, frame1->height/input_resize_factor), frame1->depth, frame1->nChannels);
std::cout << "input->resize_percent:" << input_resize_percent << std::endl;
std::cout << "input->width:" << frame->width << std::endl;
std::cout << "input->height:" << frame->height << std::endl;
double loopDelay = 33.333;
if (input_fps > 0)
loopDelay = (1. / input_fps)*1000.;
std::cout << "loopDelay:" << loopDelay << std::endl;
std::cout << "Press 'ESC' to stop..." << std::endl;
bool firstTime = true;
do
{
frameNumber++;
frame1 = cvQueryFrame(capture);
if (!frame1) break;
cvResize(frame1, frame);
if (enableFlip)
cvFlip(frame, frame, 0);
if (VC_ROI::use_roi == true && VC_ROI::roi_defined == false && firstTime == true)
{
VC_ROI::reset();
do
{
cv::Mat img_input(frame);
if (showOutput)
{
cv::imshow("Input", img_input);
std::cout << "Set ROI (press ESC to skip)" << std::endl;
VC_ROI::img_input1 = new IplImage(img_input);
cvSetMouseCallback("Input", VC_ROI::VideoCapture_on_mouse, NULL);
key = cvWaitKey(0);
delete VC_ROI::img_input1;
}
else
key = KEY_ESC;
if (key == KEY_ESC)
{
std::cout << "ROI disabled" << std::endl;
VC_ROI::reset();
VC_ROI::use_roi = false;
break;
}
if (VC_ROI::roi_defined)
{
std::cout << "ROI defined (" << VC_ROI::roi_x0 << "," << VC_ROI::roi_y0 << "," << VC_ROI::roi_x1 << "," << VC_ROI::roi_y1 << ")" << std::endl;
break;
}
else
std::cout << "ROI undefined" << std::endl;
} while (1);
}
if (VC_ROI::use_roi == true && VC_ROI::roi_defined == true)
{
CvRect rect = cvRect(VC_ROI::roi_x0, VC_ROI::roi_y0, VC_ROI::roi_x1 - VC_ROI::roi_x0, VC_ROI::roi_y1 - VC_ROI::roi_y0);
cvSetImageROI(frame, rect);
}
cv::Mat img_input(frame);
if (showOutput)
cv::imshow("Input", img_input);
///////////////saveConfig
if (firstTime)
saveConfig();
start_time = cv::getTickCount();
///////////////frameProcessor,start "Background Modeling"
frameProcessor->process(img_input);
int64 delta_time = cv::getTickCount() - start_time;
freq = cv::getTickFrequency();
fps = freq / delta_time;
//std::cout << "FPS: " << fps << std::endl;
cvResetImageROI(frame);
key = cvWaitKey(loopDelay);
//std::cout << "key: " << key << std::endl;
if (key == KEY_SPACE)
key = cvWaitKey(0);
if (key == KEY_ESC)
break;
if (stopAt > 0 && stopAt == frameNumber)
key = cvWaitKey(0);
firstTime = false;
} while (1);
cvReleaseCapture(&capture);
}
void VideoCapture::saveConfig()
{
CvFileStorage* fs = cvOpenFileStorage("./config/VideoCapture.xml", 0, CV_STORAGE_WRITE);
cvWriteInt(fs, "stopAt", stopAt);
cvWriteInt(fs, "input_resize_percent", input_resize_percent);
cvWriteInt(fs, "enableFlip", enableFlip);
cvWriteInt(fs, "use_roi", VC_ROI::use_roi);
cvWriteInt(fs, "roi_defined", VC_ROI::roi_defined);
cvWriteInt(fs, "roi_x0", VC_ROI::roi_x0);
cvWriteInt(fs, "roi_y0", VC_ROI::roi_y0);
cvWriteInt(fs, "roi_x1", VC_ROI::roi_x1);
cvWriteInt(fs, "roi_y1", VC_ROI::roi_y1);
cvWriteInt(fs, "showOutput", showOutput);
cvReleaseFileStorage(&fs);
}
void VideoCapture::loadConfig()
{
CvFileStorage* fs = cvOpenFileStorage("./config/VideoCapture.xml", 0, CV_STORAGE_READ);
stopAt = cvReadIntByName(fs, 0, "stopAt", 0);
input_resize_percent = cvReadIntByName(fs, 0, "input_resize_percent", 100);
enableFlip = cvReadIntByName(fs, 0, "enableFlip", false);
VC_ROI::use_roi = cvReadIntByName(fs, 0, "use_roi", true);
VC_ROI::roi_defined = cvReadIntByName(fs, 0, "roi_defined", false);
VC_ROI::roi_x0 = cvReadIntByName(fs, 0, "roi_x0", 0);
VC_ROI::roi_y0 = cvReadIntByName(fs, 0, "roi_y0", 0);
VC_ROI::roi_x1 = cvReadIntByName(fs, 0, "roi_x1", 0);
VC_ROI::roi_y1 = cvReadIntByName(fs, 0, "roi_y1", 0);
showOutput = cvReadIntByName(fs, 0, "showOutput", true);
cvReleaseFileStorage(&fs);
}
}
对应的流程框架如下图: