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SHOT

C++ implementation of the SHOT 3D descriptor based on https://github.com/fedassa/SHOT

SHOT is an implementation of the algorithms described in:

  • F. Tombari, S. Salti and L. Di Stefano "Unique Signatures of Histograms for Local Surface Description", The 11th IEEE European Conference on Computer Vision (ECCV) 2010.
  • F. Tombari, S. Salti, L. Di Stefano, "A combined texture-shape descriptor for enhanced 3D feature matching", IEEE International Conference on Image Processing (ICIP), September 11-14, Brussels, Belgium, 2011.
  • S. Salti, F. Tombari, L. Di Stefano, "SHOT: Unique Signatures of Histograms for Surface and Texture Description", Computer Vision and Image Understanding, May, 2014.

Dependencies

  • OpenCV (3.0 and above)
  • VTK (6.0 and above)

Compilation

mkdir build
cd build
cmake ..
make

Execution

../bin/SHOT

Click on the image to see the test video: Watch the video

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