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CAMP
2005
IEEE

Face Localization in Color Images with Complex Background

10 years 4 months ago
Face Localization in Color Images with Complex Background
— In this paper we describe a two step algorithm which localizes faces in 2D color images depicting a single face on a complex background. Given a single image, the algorithm roughly determines the skin regions and then searches for eyes within them. A face is localized if at least one eye is present in a skin region. The system is based on a Support Vector Machine trained to separate sub-images representing eyes from others. The algorithm is robust to scale, illumination, pose variations and deals with partial occlusions. Results on several public databases are presented.
Paola Campadelli, Raffaella Lanzarotti, Giuseppe L
Added 24 Jun 2010
Updated 24 Jun 2010
Type Conference
Year 2005
Where CAMP
Authors Paola Campadelli, Raffaella Lanzarotti, Giuseppe Lipori
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