HPatches
Homography-patches dataset
ImagesUnknownIntroduced 2017-01-01
The HPatches is a recent dataset for local patch descriptor evaluation that consists of 116 sequences of 6 images with known homography. The dataset is split into two parts: viewpoint - 59 sequences with significant viewpoint change and illumination - 57 sequences with significant illumination change, both natural and artificial.
Source: RF-Net: An End-to-End Image Matching Network based on Receptive Field Image Source: https://www.robots.ox.ac.uk/~vgg/publications/2017/Balntas17/balntas17.pdf
Benchmarks
Dense Pixel Correspondence Estimation/Viewpoint I AEPEDense Pixel Correspondence Estimation/Viewpoint II AEPEDense Pixel Correspondence Estimation/Viewpoint III AEPEDense Pixel Correspondence Estimation/Viewpoint IV AEPEDense Pixel Correspondence Estimation/Viewpoint V AEPEDense Pixel Correspondence Estimation/PCK-5pxDense Pixel Correspondence Estimation/PCK-1pxDense Pixel Correspondence Estimation/PCK-3pxGeometric Matching/Average End-Point ErrorImage Matching/Patch MatchingImage Matching/Patch RetrievalImage Matching/Patch VerificationImage Stitching/0..5secPatch Matching/Patch MatchingPatch Matching/Patch RetrievalPatch Matching/Patch Verification