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

In this paper, a novel benchmark is introduced for evaluating local image descriptors. We demonstrate limitations of the commonly used datasets and evaluation protocols, that lead to ambiguities and contradictory results in the literature. Furthermore, these benchmarks are nearly saturated due to th...

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Detalles Bibliográficos
Main Authors: Balntas, V, Lenc, K, Vedaldi, A, Tuytelaars, T, Matas, J, Mikolajczyk, K
Formato: Journal article
Idioma:English
Publicado: IEEE 2019