Robust non-rigid registration of 2D and 3D graphs

@article{Serradell2012RobustNR,
  title={Robust non-rigid registration of 2D and 3D graphs},
  author={Eduard Serradell and Przemyslaw Glowacki and Jan Kybic and Francesc Moreno-Noguer and Pascal Fua},
  journal={2012 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2012},
  pages={996-1003}
}
We present a new approach to matching graphs embedded in ℝ2 or ℝ3. Unlike earlier methods, our approach does not rely on the similarity of local appearance features, does not require an initial alignment, can handle partial matches, and can cope with non-linear deformations and topological differences. To handle arbitrary non-linear deformations, we represent them as Gaussian Processes. In the absence of appearance information, we iteratively establish correspondences between graph nodes… CONTINUE READING
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