Understanding and Improving Kernel Local Descriptors

3 code implementations • 27 Nov 2018 • Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondřej Chum

We propose a multiple-kernel local-patch descriptor based on efficient match kernels from pixel gradients.

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Multiple-Kernel Local-Patch Descriptor

no code implementations • 25 Jul 2017 • Arun Mukundan, Giorgos Tolias, Ondrej Chum

We propose a multiple-kernel local-patch descriptor based on efficient match kernels of patch gradients.

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Explicit Spatial Encoding for Deep Local Descriptors

no code implementations • CVPR 2019 • Arun Mukundan, Giorgos Tolias, Ondrej Chum

We evaluate the descriptor on standard benchmarks.