In this paper, a completely automatic face recognition system is presented. The method works on color images: after having localized the face and the facial features, it determines 24 facial fiducial points, and characterizes them applying a bank of Gabor filters which extract the peculiar texture around them (jets). Recognition is realized measuring the similarity between the different jets. The system is inspired by the elastic bunch graph method, while it does no assumption on the scale, pose, and the background. Comparison with standard algorithms is presented and discussed.

A face recognition system based on automatically determined facial fiducial points / S. Arca, P. Campadelli, R. Lanzarotti. - In: PATTERN RECOGNITION. - ISSN 0031-3203. - 39:3(2006 Mar), pp. 432-443.

A face recognition system based on automatically determined facial fiducial points

S. Arca
Primo
;
P. Campadelli
Secondo
;
R. Lanzarotti
Ultimo
2006

Abstract

In this paper, a completely automatic face recognition system is presented. The method works on color images: after having localized the face and the facial features, it determines 24 facial fiducial points, and characterizes them applying a bank of Gabor filters which extract the peculiar texture around them (jets). Recognition is realized measuring the similarity between the different jets. The system is inspired by the elastic bunch graph method, while it does no assumption on the scale, pose, and the background. Comparison with standard algorithms is presented and discussed.
Face and facial feature localization ; Face analysis, recognition, and normalization ; Facial fiducial points ; Gabor wavelet
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/10676
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