LBP-based periocular recognition on challenging face datasets

@article{Mahalingam2013LBPbasedPR,
  title={LBP-based periocular recognition on challenging face datasets},
  author={Gayathri Mahalingam and Karl Ricanek},
  journal={EURASIP J. Image and Video Processing},
  year={2013},
  volume={2013},
  pages={36}
}
This work develops a novel face-based matcher composed of a multi-resolution hierarchy of patch-based feature descriptors for periocular recognition recognition based on the soft tissue surrounding the eye orbit. The novel patch-based framework for periocular recognition is compared against other feature descriptors and a commercial full-face recognition system against a set of four uniquely challenging face corpora. The framework, hierarchical three-patch local binary pattern, is compared… CONTINUE READING
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