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Precise eye localization using HOG descriptors

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Precise eye localization using HOG descriptors

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Monzó Ferrer, D.; Albiol Colomer, A.; Sastre, J.; Albiol Colomer, AJ. (2011). Precise eye localization using HOG descriptors. Machine Vision and Applications. 22(3):471-480. doi:10.1007/s00138-010-0273-0

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/58789

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Title: Precise eye localization using HOG descriptors
Author:
UPV Unit: Universitat Politècnica de València. Instituto Universitario de Telecomunicación y Aplicaciones Multimedia - Institut Universitari de Telecomunicacions i Aplicacions Multimèdia
Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions
Issued date:
Abstract:
In this paper, we present a novel algorithm for precise eye detection. First, a couple of AdaBoost classifiers trained with Haar-like features are used to preselect possible eye locations. Then, a Support Vector Machine ...[+]
Subjects: AdaBoost , Eye detection , HOG , Local feature descriptors , Commercial software , Descriptors , Eye localization , Eye location , Haar-like features , Local feature , Novel algorithm , Pre-selected , Algorithms , Eye protection , Adaptive boosting
Copyrigths: Reserva de todos los derechos
Source:
Machine Vision and Applications. (issn: 0932-8092 ) (eissn: 1432-1769 )
DOI: 10.1007/s00138-010-0273-0
Publisher:
Springer Verlag (Germany)
Publisher version: http://dx.doi.org/10.1007/s00138-010-0273-0
Thanks:
This work has been partially supported by the grant TEC2009-09146 of the Spanish Government.
Type: Artículo

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