A face verification algorithm integrating geometrical and template features

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Abstract

One of the key problems in a face recognition system is verification. This paper presented a verification algorithm using SVM classifier with integrated geometrical features and template features based on our multi-view face recognition system. By using only six feature points located during the process of template matching, improved system performance is achieved.

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Xie, F., Xu, G., & Hundt, E. (2001). A face verification algorithm integrating geometrical and template features. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 2195, pp. 253–260). Springer Verlag. https://doi.org/10.1007/3-540-45453-5_33

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