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HPatches Dataset

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Date

4 years ago

Size

5.35 GB

Organization

Publish URL

github.com

Paper URL

arxiv.org

License

Other

Tags

Image Processing
Image Generation
Image Recognition
Image Classification
Image Understanding
Featured Image

HPatches stands for Homography-patches dataset. It is the latest image dataset for local patch descriptor evaluation. It contains 116 sequences of 6 images with known homology. The dataset is divided into two parts:

  • viewpoint: 59 sequences with significant viewpoint changes
  • illumination: 57 sequences with significant lighting changes (natural and artificial)

Citation

@InProceedings{hpatches_2017_cvpr,
author={Vassileios Balntas and Karel Lenc and Andrea Vedaldi and Krystian Mikolajczyk},
title = {HPatches: A benchmark and evaluation of handcrafted and learned local descriptors},
booktitle = {CVPR},
year = {2017}}
HPatches.torrent
Seeding 2Downloading 0Completed 865Total Downloads 1,559
  • HPatches/
    • README.md
      1.02 KB
    • README.txt
      2.04 KB
      • data/
        • hpatches-release.tar.gz
          4.16 GB
        • hpatches-sequences-release.tar.gz
          5.35 GB

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