Comparing Feature Detectors: A bias in the repeatability criteria, and how to correct it

Ives Rey-Otero, Mauricio Delbracio, Jean-Michel Morel

Most computer vision application rely on algorithms finding local correspondences between different images. These algorithms detect and compare stable local invariant descriptors c…