Comparative Evaluation of Hand-Crafted and Learned Local Features

Python & Matlab code for local feature descriptor evaluation with the HPatches dataset.

CNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet

Code and mode for CVPR 2017 paper "L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space"

An Evaluation of Feature Matchers for Fundamental Matrix Estimation (BMVC 2019)

Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations

Comprehensive detector evaluation of local feature detectors

MATLAB implementation of the multiple-kernel local-patch descriptor (BMVC 2017 paper)

Kernelized Local Descriptors