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View Code? Open in Web Editor NEWA ROS pipeline for GPU based feature detection, description and matching
License: MIT License
A ROS pipeline for GPU based feature detection, description and matching
License: MIT License
Hi! And thanks for making this code available.
I am using it in a loop on a live video stream, as below:
cv::Mat image_with_kps_L, image_with_kps_R;
std::vector <cv::KeyPoint> kpsL, kpsR;
std::vector<uint64_t> desc1;
std::vector<uint64_t> desc2;
unsigned int width = img1.cols;
unsigned int height = img1.rows;
KFeatureDetector detector(scaleFactor, scaleLevels, width, height, maxFeatureCount, fastThreshold);
detector.extractFeatures(img1);
kpsL = detector.converted_kps;
desc1 = detector.desc;
detector.converted_kps.clear();
for (int i = 0; i < kpsL.size(); i++)
{
cv::drawMarker(img1, kpsL[i].pt, cv::Scalar(100, 0, 0), cv::MARKER_CROSS, 1, 8);
}
kpsL.clear();
cv::imshow("kps", img1);
cv::waitKey(1);
but the resulting keypoints are drawn like this:
You can see the outline of the lamp in the background, but it is very wrong, and when I move the camera, the keypoints 'slide' around, not sticking to the background. What am i doing wrong here?
Thank you!
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