no code implementations • 16 Jul 2017 • Laurent Lejeune, Mario Christoudias, Raphael Sznitman
Many recent machine learning approaches used in medical imaging are highly reliant on large amounts of image and ground truth data.
no code implementations • CVPR 2013 • Tomasz Trzcinski, Mario Christoudias, Pascal Fua, Vincent Lepetit
Binary keypoint descriptors provide an efficient alternative to their floating-point competitors as they enable faster processing while requiring less memory.
no code implementations • NeurIPS 2012 • Tomasz Trzcinski, Mario Christoudias, Vincent Lepetit, Pascal Fua
The main goal of local feature descriptors is to distinctively represent a salient image region while remaining invariant to viewpoint and illumination changes.