Local Descriptor

  • set of spin-images
  • A spin-image feature is computed for every keypoint:
  • The tangent plane is estimated
  • A 2D histogram is computed along the a and b dimensions in the neighborhood of the keypoint
  • Spin-image represents a small area of an object around a specific keypoints