In this paper we describe a face detection algorithm, the key idea being to determine roughly the skin regions of a 2D color image and searching for eyes through them. The technique is based on a support vector machine trained to separate sub images representing eyes from others. The algorithm can be used in face image database management systems both as a first step of a person identification, and to discriminate the images on the basis of the number of faces in them.
Face detection in color images of generic scenes / P. Campadelli, R. Lanzarotti, G. Lipori - In: Proceedings of the 2004 IEEE international conference on computational intelligence for homeland security and personal safety : S. Giuliano, Venice, Italy, 21-22 July 2004Piscataway : IEEE, 2004. - ISBN 0780383818. - pp. 97-103 (( convegno International Conference on Computational Intelligence for Homeland Security and Personal Safety tenutosi a Venezia, Italy nel 2004.
Face detection in color images of generic scenes
P. CampadelliPrimo
;R. LanzarottiSecondo
;G. LiporiUltimo
2004
Abstract
In this paper we describe a face detection algorithm, the key idea being to determine roughly the skin regions of a 2D color image and searching for eyes through them. The technique is based on a support vector machine trained to separate sub images representing eyes from others. The algorithm can be used in face image database management systems both as a first step of a person identification, and to discriminate the images on the basis of the number of faces in them.
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