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/*----------------------------------------------
* Usage:
* example_tracking_kcf <video_name>
*
* example:
* example_tracking_kcf Bolt/img/%04.jpg
* example_tracking_kcf faceocc2.webm
*--------------------------------------------------*/
#include <opencv2/core/utility.hpp>
#include <opencv2/tracking.hpp>
#include <opencv2/videoio.hpp>
#include <opencv2/highgui.hpp>
#include <iostream>
#include <cstring>
using namespace std;
using namespace cv;
class BoxExtractor {
public:
Rect2d extract(Mat img);
Rect2d extract(const std::string& windowName, Mat img, bool showCrossair = true);
struct handlerT{
bool isDrawing;
Rect2d box;
Mat image;
// initializer list
handlerT(): isDrawing(false) {};
}params;
private:
static void mouseHandler(int event, int x, int y, int flags, void *param);
void opencv_mouse_callback( int event, int x, int y, int , void *param );
};
int main( int argc, char** argv ){
// show help
if(argc<2){
cout<<
" Usage: example_tracking_kcf <video_name>\n"
" examples:\n"
" example_tracking_kcf Bolt/img/%04.jpg\n"
" example_tracking_kcf faceocc2.webm\n"
<< endl;
return 0;
}
// ROI selector
BoxExtractor box;
// create the tracker
Ptr<Tracker> tracker = Tracker::create( "KCF" );
// set input video
std::string video = argv[1];
VideoCapture cap(video);
Mat frame;
// get bounding box
cap >> frame;
Rect2d roi=box.extract("tracker",frame);
//quit if ROI was not selected
if(roi.width==0 || roi.height==0)
return 0;
// initialize the tracker
tracker->init(frame,roi);
// do the tracking
printf("Start the tracking process, press ESC to quit.\n");
for ( ;; ){
// get frame from the video
cap >> frame;
// stop the program if no more images
if(frame.rows==0 || frame.cols==0)
break;
// update the tracking result
tracker->update(frame,roi);
// draw the tracked object
rectangle( frame, roi, Scalar( 255, 0, 0 ), 2, 1 );
// show image with the tracked object
imshow("tracker",frame);
//quit on ESC button
if(waitKey(1)==27)break;
}
}
void BoxExtractor::mouseHandler(int event, int x, int y, int flags, void *param){
BoxExtractor *self =static_cast<BoxExtractor*>(param);
self->opencv_mouse_callback(event,x,y,flags,param);
}
void BoxExtractor::opencv_mouse_callback( int event, int x, int y, int , void *param ){
handlerT * data = (handlerT*)param;
switch( event ){
// update the selected bounding box
case EVENT_MOUSEMOVE:
if( data->isDrawing ){
data->box.width = x-data->box.x;
data->box.height = y-data->box.y;
}
break;
// start to select the bounding box
case EVENT_LBUTTONDOWN:
data->isDrawing = true;
data->box = cvRect( x, y, 0, 0 );
break;
// cleaning up the selected bounding box
case EVENT_LBUTTONUP:
data->isDrawing = false;
if( data->box.width < 0 ){
data->box.x += data->box.width;
data->box.width *= -1;
}
if( data->box.height < 0 ){
data->box.y += data->box.height;
data->box.height *= -1;
}
break;
}
}
Rect2d BoxExtractor::extract(Mat img){
return extract("Bounding Box Extractor", img);
}
Rect2d BoxExtractor::extract(const std::string& windowName, Mat img, bool showCrossair){
int key=0;
// show the image and give feedback to user
imshow(windowName,img);
printf("Select an object to track and then press SPACE/BACKSPACE/ENTER button!\n");
// copy the data, rectangle should be drawn in the fresh image
params.image=img.clone();
// select the object
setMouseCallback( windowName, mouseHandler, (void *)¶ms );
// end selection process on SPACE (32) BACKSPACE (27) or ENTER (13)
while(!(key==32 || key==27 || key==13)){
// draw the selected object
rectangle(
params.image,
params.box,
Scalar(255,0,0),2,1
);
// draw cross air in the middle of bounding box
if(showCrossair){
// horizontal line
line(
params.image,
Point((int)params.box.x,(int)(params.box.y+params.box.height/2)),
Point((int)(params.box.x+params.box.width),(int)(params.box.y+params.box.height/2)),
Scalar(255,0,0),2,1
);
// vertical line
line(
params.image,
Point((int)(params.box.x+params.box.width/2),(int)params.box.y),
Point((int)(params.box.x+params.box.width/2),(int)(params.box.y+params.box.height)),
Scalar(255,0,0),2,1
);
}
// show the image bouding box
imshow(windowName,params.image);
// reset the image
params.image=img.clone();
//get keyboard event
key=waitKey(1);
}
return params.box;
}
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