我的目标是找到从相机捕获的图像中的图案,为此我找到了opencv的cv::matchShapes
方法来实现它。
当我实现这个方法时,它会使appShapes方法崩溃。可能我做错了什么: -
我完全不知道如何使用此方法来查找查询图像中的匹配形状。这就是我尝试过的。
这是我的代码: -
- (void)tryingMatchShapes:(cv::Mat)_image _image1:(cv::Mat)_image1
{
std::vector<std::vector<cv::Point> > squares;
cv::Mat pyr, timg, gray0(_image.size(), CV_8U), gray;
int thresh = 50, N = 11;
cv::pyrDown(_image, pyr, cv::Size(_image.cols/2, _image.rows/2));
cv::pyrUp(pyr, timg, _image.size());
std::vector<std::vector<cv::Point> > contours;
for( int c = 0; c < 3; c++ ) {
int ch[] = {c, 0};
mixChannels(&timg, 1, &gray0, 1, ch, 1);
for( int l = 0; l < N; l++ ) {
if( l == 0 ) {
cv::Canny(gray0, gray, 0, thresh, 5);
cv::dilate(gray, gray, cv::Mat(), cv::Point(-1,-1));
}
else {
gray = gray0 >= (l+1)*255/N;
}
cv::findContours(gray, contours, CV_RETR_LIST, CV_CHAIN_APPROX_SIMPLE);
}
}
cv::Mat pyr1, timg1, gray2(_image1.size(), CV_8U), gray1;
cv::pyrDown(_image1, pyr1, cv::Size(_image1.cols/2, _image1.rows/2));
cv::pyrUp(pyr1, timg1, _image1.size());
std::vector<std::vector<cv::Point> > contours1;
for( int c = 0; c < 3; c++ ) {
int ch[] = {c, 0};
mixChannels(&timg1, 1, &gray2, 1, ch, 1);
for( int l = 0; l < N; l++ ) {
if( l == 0 ) {
cv::Canny(gray2, gray1, 0, thresh, 5);
cv::dilate(gray1, gray1, cv::Mat(), cv::Point(-1,-1));
}
else {
gray1 = gray2 >= (l+1)*255/N;
}
cv::findContours(gray1, contours1, CV_RETR_LIST, CV_CHAIN_APPROX_SIMPLE);
}
}
for( size_t i = 0; i < contours.size(); i++ )
{
double value= cv::matchShapes(contours[i], contours1[i], CV_CONTOURS_MATCH_I1, 0);
NSLog(@"%f",value);
}
}
UIImage *testImage = [UIImage imageNamed:@"note_with_marks (1).png"];
[self.imageView setImage:testImage];
cv::Mat forground = [testImage CVMat];
UIImage *testImage2 = [UIImage imageNamed:@"1.png"];
cv::Mat forground2 = [testImage2 CVMat];
[self tryingMatchShapes:forground _image1:forground2];
The app is getting crashed.
Error:-
OpenCV Error: Assertion failed (contour1.checkVector(2) >= 0 && contour2.checkVector(2) >= 0 && (contour1.depth() == CV_32F || contour1.depth() == CV_32S) && contour1.depth() == contour2.depth()) in matchShapes, file /Users/Aziz/Documents/Projects/opencv_sources/trunk/modules/imgproc/src/contours.cpp, line 1705
请从编码的角度帮助我实现这种方法。 我需要一些编码帮助。我已经完成了很多理论概念。
提前致谢!
答案 0 :(得分:2)
std::vector<std::vector<cv::Point> > contours1;
您无法将matchShapes
应用于此类型。您可以将其应用于每个(一个)轮廓,而不是轮廓的组(阵列)。例如:
cv::matchShapes(contours[0], contours1[0], CV_CONTOURS_MATCH_I1, 0);