SIFT Matching by Context Exposed

Resources and Matlab-based code

• • Paper preprint and additional material

  • Blob matching + DTM - Python implementation on GitHub

  • Blob matching + DMT + 1SAC code (VLFeat required)

  • Blob matching + spatial matching filters (including DTM) + 1SAC code (setup requires additional packages)

  • Standalone manual ground-truth generation tool to take correspondences and occluded points 

  • Approximated overlap error evaluation for non-planar scenes code 

  • Planar and non-planar datasets

  • Planar and non-planar datasets full evaluation pipeline (setup requires additional packages)

  • SUN3D dataset full evaluation pipeline (setup requires additional packages)

  • IMW2021 slides