• DOI:10.1007/978-3-540-24670-1_36
Corpus ID: 6793014

Face Recognition with Local Binary Patterns

@inproceedings{Ahonen2004FaceRW,
  title={Face Recognition with Local Binary Patterns},
  author={T. Ahonen and A. Hadid and M. Pietik{\"a}inen},
  booktitle={ECCV},
  year={2004}
}

T. Ahonen, A. Hadid, M. Pietikäinen

Published in ECCV 2004

Mathematics, Computer Science

In this work, we present a novel approach to face recognition which considers both shape and texture information to represent face images. [...] Key Method The recognition is performed using a nearest neighbour classifier in the computed feature space with Chi square as a dissimilarity measure. Extensive experiments clearly show the superiority of the proposed scheme over all considered methods (PCA, Bayesian Intra/extrapersonal Classifier and Elastic Bunch Graph Matching) on FERET tests which include testing…Expand Abstract

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