PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Face detection in color images of generic scenes
Paola Campadelli, Raffaella Lanzarotti and Giuseppe Lipori
In: CIHSPS 2004, Venice, Italy(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 technic 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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EPrint Type:Conference or Workshop Item (Oral)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
Learning/Statistics & Optimisation
Information Retrieval & Textual Information Access
ID Code:142
Deposited By:Raffaella Lanzarotti
Deposited On:31 May 2004