Boosting 3D LBP-Based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh

@article{Tortorici2015Boosting3L,
  title={Boosting 3D LBP-Based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh},
  author={Claudio Tortorici and Naoufel Werghi and Stefano Berretti},
  journal={2015 IEEE International Conference on Image Processing (ICIP)},
  year={2015},
  pages={2670-2674}
}
In this paper, we present a novel approach for fusing shape and texture local binary patterns (LBPs) on a mesh for 3D face recognition. Using a recently proposed framework, we compute LBP directly on the face mesh surface, then we construct a grid of the regions on the facial surface that can accommodate global and partial descriptions. Compared with its depth-image counterpart, our approach is distinguished by the following features: 1) inherits the intrinsic advantages of mesh surface (e.g… CONTINUE READING

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