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

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 all aspects of evaluation, leading to ambi- guities and inconsistencies in results reported in the literature. Furthermo...

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Bibliographic Details
Main Authors: Balntas, V, Lenc, K, Vedaldi, A, Mikolajczyk, K
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2017