Hej, I want to classify an image with circle objects. Before classification I use contourising and fitellipse. For the classification I want to save the box parameters (size, angle, center) in an array. But when I test with std::cout the saved data, I get different values. I don't know what I'm doing wrong. Anybody have an idea? Thanks in advance!
cv::Mat image = cv::imread(argv[1],1);
if (!image.data)
return 0;
cv::Mat grayImage;
cv::cvtColor( image, grayImage, CV_BGR2GRAY );
cv::blur( grayImage, grayImage, cv::Size(3,3) );
cv::vector<cv::vector<cv::Point> > contours;
cv::Mat bimage = grayImage >= 40;
findContours(bimage, contours, CV_RETR_LIST, CV_CHAIN_APPROX_NONE);
cv::Mat cimage = cv::Mat::zeros(bimage.size(), CV_8UC3);
int countEllipses = 8;
float koord[countEllipses][5];
double maxWidth;
double minWidth;
for(size_t i = 0; i < contours.size(); i++)
{
size_t count = contours[i].size();
if( count < 6 )
continue;
cv::Mat pointsf;
cv::Mat(contours[i]).convertTo(pointsf, CV_32F);
cv::RotatedRect box = fitEllipse(pointsf);
if( MAX(box.size.width, box.size.height) > MIN(box.size.width, box.size.height)*1.5 )
continue;
cv::drawContours(cimage, contours, (int)i, cv::Scalar::all(255), 1, 8);
cv::ellipse(image, box, cv::Scalar(0,0,255), 1, CV_AA);
cv::ellipse(image, box.center, box.size*0.5f, box.angle, 0, 360, cv::Scalar(0,255,255), 1, CV_AA);
float x = box.center.x;
float y = box.center.y;
float height = box.size.height;
float width = box.size.width;
std::cout << "Mittelpunkt " << box.center << std::endl;
std::cout << "Winkel " << box.angle << std::endl;
std::cout << "Größe " << box.size << std::endl;
std::cout << "Anzahl " << i << std::endl;
std::cout << "Test Breite " << box.size.width << std::endl;
std::cout << "Test Höhe " << box.size.height << std::endl;
countEllipses = i;
koord[i][0] = x;
koord[i][1] = y;
koord[i][2] = (float)box.angle;
koord[i][4] = height;
koord[i][5] = width;
if(koord[i][5] > maxWidth){
maxWidth = koord[i][5];
}
if(box.size.width < minWidth){
minWidth = box.size.width;
}
cv::Point2f vtx[4];
box.points(vtx);
for( int j = 0; j < 4; j++ ) {
cv::line(cimage, vtx[j], vtx[(j+1)%4], cv::Scalar(0,255,0), 1, CV_AA);}
}
for (int k = 0; k < countEllipses; k++ )
{
std::cout.precision(6);
std::cout << "------ Objekt "<< k <<" ---------" << std::endl;
std::cout << "Mittelpunkt x: " << koord[k][0] << std::endl;
std::cout << "Mittelpunkt y: " <<koord[k][1] << std::endl;
std::cout << "Winkel: " << koord[k][2] << std::endl;
std::cout << "Box Höhe: " << koord[k][3] << std::endl;
std::cout << "Box Breite: " <<koord[k][4] << std::endl;
}
std::cout << "Größte Breite: " << maxWidth << std::endl;
std::cout << "Kleinste Breite: " << minWidth << std::endl;