3 papers
cs.CV2019
Explicit Spatial Encoding for Deep Local Descriptors
Arun Mukundan, Giorgos Tolias, Ondrej Chum
We propose a kernelized deep local-patch descriptor based on efficient match kernels of neural network activations. Response of each receptive field is encoded together with its sp…
cs.CV2018
Understanding and Improving Kernel Local Descriptors
Arun Mukundan, Giorgos Tolias, Andrei Bursuc +2
We propose a multiple-kernel local-patch descriptor based on efficient match kernels from pixel gradients. It combines two parametrizations of gradient position and direction, each…
cs.CV2017
Multiple-Kernel Local-Patch Descriptor
Arun Mukundan, Giorgos Tolias, Ondrej Chum
We propose a multiple-kernel local-patch descriptor based on efficient match kernels of patch gradients. It combines two parametrizations of gradient position and direction, each p…