Feature Selection for Face Detection

We present a new method to select features for a face detection system using Support Vector Machines (SVMs). In the first step we reduce the dimensionality of the input space by projecting the data into a subset of eigenvectors. The dimension of the subset is determined by a classification criterion...

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Dettagli Bibliografici
Autori principali: Serre, Thomas, Heisele, Bernd, Mukherjee, Sayan, Poggio, Tomaso
Lingua:en_US
Pubblicazione: 2004
Accesso online:http://hdl.handle.net/1721.1/7232