HPatches: A benchmark and evaluation of handcrafted and learned local descriptors

Vassileios Balntas, Karel Lenc, Andrea Vedaldi +1

In this paper, we propose a novel benchmark for evaluating local image descriptors. We demonstrate that the existing datasets and evaluation protocols do not specify unambiguously…