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Authordc.contributor.authorRuiz del Solar, Javier 
Authordc.contributor.authorVerschae, Rodrigo es_CL
Authordc.contributor.authorCorrea, Mauricio es_CL
Admission datedc.date.accessioned2012-12-21T13:57:13Z
Available datedc.date.available2012-12-21T13:57:13Z
Publication datedc.date.issued2009
Cita de ítemdc.identifier.citationEURASIP Journal on Advances in Signal Processing Volume 2009, Article ID 184617, 19 pageses_CL
Identifierdc.identifier.otherdoi:10.1155/2009/184617
Identifierdc.identifier.urihttps://repositorio.uchile.cl/handle/2250/125718
Abstractdc.description.abstractThe aim of this work is to carry out a comparative study of face recognition methods that are suitable to work in unconstrained environments. The analyzed methods are selected by considering their performance in former comparative studies, in addition to be real-time, to require just one image per person, and to be fully online. In the study two local-matching methods, histograms of LBP features and Gabor Jet descriptors, one holistic method, generalized PCA, and two image-matching methods, SIFTbased and ERCF-based, are analyzed. The methods are compared using the FERET, LFW, UCHFaceHRI, and FRGC databases, which allows evaluating them in real-world conditions that include variations in scale, pose, lighting, focus, resolution, facial expression, accessories, makeup, occlusions, background and photographic quality. Main conclusions of this study are: there is a large dependence of the methods on the amount of face and background information that is included in the face’s images, and the performance of all methods decreases largely with outdoor-illumination. The analyzed methods are robust to inaccurate alignment, face occlusions, and variations in expressions, to a large degree. LBP-based methods are an excellent election if we need real-time operation as well as high recognition rates.es_CL
Lenguagedc.language.isoenes_CL
Publisherdc.publisherHindawi Publishing Corporationes_CL
Títulodc.titleRecognition of Faces in Unconstrained Environments: A Comparative Studyes_CL
Document typedc.typeArtículo de revista


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