3D Face Recognition Based on Local Shape Patterns and Sparse Representation Classifier

@inproceedings{Huang20113DFR,
  title={3D Face Recognition Based on Local Shape Patterns and Sparse Representation Classifier},
  author={Di Huang and Karima Ouji and Mohsen Ardabilian and Yunhong Wang and Liming Chen},
  booktitle={MMM},
  year={2011}
}
In recent years, 3D face recognition has been considered as a major solution to deal with these unsolved issues of reliable 2D face recognition, i.e. illumination and pose variations. This paper focuses on two critical aspects of 3D face recognition: facial feature description and classifier design. To address the former one, a novel local descriptor, namely Local Shape Patterns (LSP), is proposed. Since LSP operator extracts both differential structure and orientation information, it can… CONTINUE READING
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