1 | initial version |
thanks Monster, I tried below code, and could get 128-dimention SURF descriptors. And contained -431602080. values is initialized Mat data.
void getDescriptors(char* image) {
///// load image
cv::Mat img = cv::imread(image, CV_LOAD_IMAGE_GRAYSCALE);
if(img.empty()) return;
///// detect keypoints /////
cv::vector<cv::KeyPoint> keyPoints; // keypoint vector
// create feature detector
cv::SurfFeatureDetector detector = cv::SurfFeatureDetector(400, 4, 2, true, false);
// detect key points (feature point)
detector->detect(image, keyPoints);
///// compute descriptors /////
cv::Mat descriptor; // descriptors mat
// create descriptor extractor
cv::Ptr<cv::DescriptorExtractor> extractor = cv::DescriptorExtractor::create("SURF");
if(extractor.empty()) return;
// compute descriptor
extractor->compute(image, keyPoints, descriptor);
return descriptor;
}