【OpenCV】视频标注工具
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2022-04-08 14:57:12
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之前一直用师兄写的标注工具,很多操作感觉不太习惯。又没有源码可改,索性自己写了一个,功能比较简单。就是视频的读取和标注。
主要用鼠标的点击进行标注,第一次点击为标注框左上角的点,可以按住左键调整标注框;松开时会确定标注框(框由蓝色变为绿色);一帧中可以标注多个视频。
主要通过OpenCV的鼠标响应函数来实现:
void setMouseCallback(const string& winname, MouseCallback onMouse, void* userdata=0 );
响应鼠标操作的onMouse函数如下:
static void onMouse( int event, int x, int y, int, void* )
{
switch(event)
{
case CV_EVENT_LBUTTONDOWN:
//the left up point of the rect
is_drawing=true;
drawing_box.x=x;
drawing_box.y=y;
break;
case CV_EVENT_MOUSEMOVE:
//adjust the rect (use color blue for moving)
if(is_drawing){
drawing_box.width=x-drawing_box.x;
drawing_box.height=y-drawing_box.y;
img_original.copyTo(img_drawing);
for(vector<Rect>::iterator it=biaozhu_boxs.begin();
it!=biaozhu_boxs.end();++it){
rectangle(img_drawing,(*it),Scalar(0,255,0));
}
rectangle(img_drawing,drawing_box,Scalar(255,0,0));
}
break;
case CV_EVENT_LBUTTONUP:
//finish drawing the rect (use color green for finish)
if(is_drawing){
drawing_box.width=x-drawing_box.x;
drawing_box.height=y-drawing_box.y;
img_original.copyTo(img_drawing);
for(vector<Rect>::iterator it=biaozhu_boxs.begin();
it!=biaozhu_boxs.end();++it){
rectangle(img_drawing,(*it),Scalar(0,255,0));
}
rectangle(img_drawing,drawing_box,Scalar(0,255,0));
biaozhu_boxs.push_back(drawing_box);
}
is_drawing=false;
break;
}
imshow("Video",img_drawing);
return;
}
另外通过键盘实现一些按键的响应:(Esc)退出;(n)下一帧;(z)撤销最近一次标注;(c)清除当前帧已有的标注框
具体用waitKey()函数实现:
while(1){
int c=waitKey(0);
if( (c & 255) == 27 )
{
cout << "Exiting ...\n";
break;
}
switch((char)c)
{
case 'n':
//read the next frame
++frame_counter;
capture>>img_original;
if(img_original.empty()){
cout<<"\nVideo Finished!"<<endl;
return 0;
}
img_original.copyTo(img_drawing);
//save all of the labeling rects
for(vector<Rect>::iterator it=biaozhu_boxs.begin();
it!=biaozhu_boxs.end();++it){
rectangle(img_drawing,(*it),Scalar(0,255,0));
outfile<<frame_counter<<" "<<(*it).x<<" "
<<(*it).y<<" "<<(*it).width<<" "
<<(*it).height<<endl;
}
break;
case 'z':
//undo the latest labeling
if(!biaozhu_boxs.empty()){
vector<Rect>::iterator it_end=biaozhu_boxs.end();
--it_end;
biaozhu_boxs.erase(it_end);
}
img_original.copyTo(img_drawing);
for(vector<Rect>::iterator it=biaozhu_boxs.begin();
it!=biaozhu_boxs.end();++it){
rectangle(img_drawing,(*it),Scalar(0,255,0));
}
break;
case 'c':
//clear all the rects on the image
biaozhu_boxs.clear();
img_original.copyTo(img_drawing);
}
imshow("Video",img_drawing);
}
标注信息输出在txt中,包括帧号、标注框左上角的x,y坐标以及宽、高
全部代码下载:http://www.pudn.com/downloads529/sourcecode/graph/opencv/detail2193351.html
http://download.csdn.net/detail/xiaowei_cqu/5238931
(转载请注明作者和出处:http://blog.csdn.net/xiaowei_cqu未经允许请勿用于商业用途)
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