在这个项目中,我想使用轮廓编号(cnum)作为对象的索引,这样我就可以将它们用于下一个过程(我正在使用blob跟踪进行虚假的人体检测)。我想调整DetectMultiScale里面的boundingRect,怎么做?
在这里我们转到我的代码:
int main(int argc, char *argv[])
{
cv::Mat frame;
cv::Mat blurred;
cv::Mat fg;
cv::Mat bgmodel;
cv::Mat threshfg;
cv::Mat blob;
int pixblob = 0;
int tot_bgr = 0;
int tot_ex_bgr = 0;
int green0 = 0;
int green1 = 0;
int green2 = 0;
int green3 = 0;
cv::namedWindow("Frame");
cv::namedWindow("Background Model");
cv::namedWindow("Blob");
cv::VideoCapture cap("campus.avi");
cv::BackgroundSubtractorMOG2 bgs;
bgs.nmixtures = 3;
bgs.history = 500;
bgs.bShadowDetection = true;
bgs.nShadowDetection = 0;
bgs.fTau = 0.25;
std::vector<std::vector<cv::Point>> contours;
cv::CascadeClassifier human;
assert(human.load("hogcascade_pedestrians.xml"));
for(;;){
cap >> frame;
cv::GaussianBlur(frame,blurred,cv::Size(3,3),0,0,cv::BORDER_DEFAULT);
bgs.operator()(blurred,fg);
bgs.getBackgroundImage(bgmodel);
cv::erode(fg,fg,cv::Mat(),cv::Point(-1,-1),1);
cv::dilate(fg,fg,cv::Mat(),cv::Point(-1,-1),3);
cv::threshold(fg,threshfg,70.0f,255,CV_THRESH_BINARY);
cv::findContours(threshfg,contours,CV_RETR_EXTERNAL,CV_CHAIN_APPROX_SIMPLE);
cv::cvtColor(threshfg,blob,CV_GRAY2RGB);
cv::drawContours(blob,contours,-1,cv::Scalar(255,255,255),CV_FILLED,8);
int cmin = 20;
int cmax = 1000;
bool FOD1 = true;
bool FOD2 = true;
std::vector<cv::Rect> rects;
for(int cnum = 0; cnum < contours.size(); cnum++){
if(contours[cnum].size() > cmin && contours[cnum].size() < cmax){
human.detectMultiScale(frame(cv::boundingRect(contours[cnum])),rects); //I wanna resize the box here!
if(rects.size() > 0){
cv::Rect r0 = cv::boundingRect(contours[cnum]);
cv::rectangle(frame,
r0,
cv::Scalar(255, 0, 0));
cv::putText(frame,
"HUMAN",
cv::Point(r0.x + r0.width / 2, r0.y + r0.height / 2),
cv::FONT_HERSHEY_SIMPLEX,
0.5,
cv::Scalar(0,0,255),
2,
8);
}
}
}
cv::imshow("Frame",frame);
cv::imshow("Background Model",bgmodel);
cv::imshow("Blob",blob);
if(cv::waitKey(30) >= 0) break;
}
return 0;
}
我会感激任何帮助。谢谢:))