Class-Conditional Probabilistic Principal Component Analysis: Application to Gender Recognition

This paper presents a solution to the problem of recognizing the gender of a human face from an image. We adopt a holistic approach by using the cropped and normalized texture of the face as input to a Naíve Bayes classifier. First it is introduced the Class-Conditional Probabilistic Principal Compo...

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Publicat a:Computación y Sistemas
Autors principals: Juan Bekios Calfa, José M. Buenaposada, Luis Baumela
Format: Artigo
Idioma:Inglês
Publicat: Instituto Politécnico Nacional 2011
Matèries:
Computación
face analysis
Gender classification
class conditional PPCA
Accés en línia:https://www.redalyc.org/articulo.oa?id=61520767005
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