Emanuele Santellani*

GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring

"The extraction of keypoints in images is at the basis of many computer vision applications, from localization to 3D reconstruction. Keypoints come with a score permitting to rank them according to their quality. While learned keypoints often exhibit better properties than handcrafted ones, their sc…