Jonathan Pokrass

  1. A correspondence-less approach to matching of deformable shapes.

    Authors: Alexander M. Bronstein, Michael M. Bronstein, Jonathan Pokrass
    Subjects: Computer Vision and Pattern Recognition
    Abstract

    Finding a match between partially available deformable shapes is a
    challenging problem with numerous applications. The problem is usually
    approached by computing local descriptors on a pair of shapes and then
    establishing a point-wise correspondence between the two. In this paper, we
    introduce an alternative correspondence-less approach to matching fragments to
    an entire shape undergoing a non-rigid deformation. We use diffusion geometric
    descriptors and optimize over the integration domains on which the integral
    descriptors of the two parts match.

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