The Mesh-LBP: Computing Local Binary Patterns on Discrete Manifolds

@article{Werghi2013TheMC,
  title={The Mesh-LBP: Computing Local Binary Patterns on Discrete Manifolds},
  author={Naoufel Werghi and Stefano Berretti and Alberto del Bimbo and Pietro Pala},
  journal={2013 IEEE International Conference on Computer Vision Workshops},
  year={2013},
  pages={562-569}
}
In this paper, we present a novel and original framework for computing Local Binary Pattern (LBP)-like patterns on a triangular mesh manifold. This framework, dubbed mesh-LBP can be adapted to all the LBP variants employed in 2D image analysis. As such, it allows extending the related techniques to mesh surfaces. First, we describe the foundations, the construction and the features of the mesh-LBP. In the experiments, we first show evidence of the presence of the ``uniformity'' aspect in the… CONTINUE READING