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Welcome to MatchLab!

MatchLab is a research group focused on computer vision problems, in particular on tasks that require finding correspondences between images or videos i.e. matching, such as retrieval, localisation, 3D mapping, and recognition. We extensively use machine learning and deep learning in particular to advance fundamental research and engineer efficient systems for practical applications.

For more information, please refer to our site.

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  1. OpenDlign OpenDlign Public

    [NeurIPS 2024] OpenDlign: Enhancing Open-World 3D Learning with Depth-Aligned Images

    Python

  2. bidastereo bidastereo Public

    [ECCV 2024] Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching.

    Python

  3. bidavideo bidavideo Public

    Match-Stereo-Videos via Bidirectional Alignment (An update of BiDAStereo)

    Python

  4. deep-learning-course deep-learning-course Public

    Jupyter Notebook 96 70

  5. machine-learning-course machine-learning-course Public

    Jupyter Notebook 12 6

  6. keras_triplet_descriptor keras_triplet_descriptor Public

    Baseline to denoise + learn descriptors in N-HPatches

    Jupyter Notebook 17 19

Repositories

Showing 7 of 7 repositories
  • .github Public
    MatchLab-Imperial/.github’s past year of commit activity
    0 0 0 0 Updated Oct 10, 2024
  • OpenDlign Public

    [NeurIPS 2024] OpenDlign: Enhancing Open-World 3D Learning with Depth-Aligned Images

    MatchLab-Imperial/OpenDlign’s past year of commit activity
    Python 0 0 0 0 Updated Oct 10, 2024
  • bidastereo Public

    [ECCV 2024] Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching.

    MatchLab-Imperial/bidastereo’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 10, 2024
  • bidavideo Public

    Match-Stereo-Videos via Bidirectional Alignment (An update of BiDAStereo)

    MatchLab-Imperial/bidavideo’s past year of commit activity
    Python 0 0 0 0 Updated Oct 10, 2024
  • MatchLab-Imperial/machine-learning-course’s past year of commit activity
    Jupyter Notebook 12 6 0 0 Updated Nov 30, 2022
  • MatchLab-Imperial/deep-learning-course’s past year of commit activity
    Jupyter Notebook 96 70 4 0 Updated Feb 9, 2022
  • keras_triplet_descriptor Public

    Baseline to denoise + learn descriptors in N-HPatches

    MatchLab-Imperial/keras_triplet_descriptor’s past year of commit activity
    Jupyter Notebook 17 19 1 0 Updated Mar 14, 2019

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