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Face Recognition in Color Using Complex and Hypercomplex Representation

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Face Recognition in Color Using Complex and Hypercomplex Representation

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dc.contributor.author Villegas, Mauricio es_ES
dc.contributor.author Paredes Palacios, Roberto es_ES
dc.date.accessioned 2014-11-17T12:15:48Z
dc.date.available 2014-11-17T12:15:48Z
dc.date.issued 2007
dc.identifier.isbn 978-3-540-72846-7
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/10251/44276
dc.description The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-540-72847-4_29 es_ES
dc.description.abstract Color has plenty of discriminative information that can be used to improve the performance of face recognition algorithms, although it is difficult to use it because of its high variability. In this paper we investigate the use of the quaternion representation of a color image for face recognition. We also propose a new representation for color images based on complex numbers. These two color representation methods are compared with the traditional grayscale and RGB representations using an eigenfaces based algorithm for identity verification. The experimental results show that the proposed method gives a very significant improvement when compared to using only the illuminance information. es_ES
dc.description.sponsorship Work supported by the Spanish Project DPI2004-08279-C02-02 and the Generalitat Valenciana - Consellería d’Empresa, Universitat i Ciència under an FPI scholarship. es_ES
dc.language Inglés es_ES
dc.publisher Springer Verlag (Germany) es_ES
dc.relation.ispartof Pattern Recognition and Image Analysis: Third Iberian Conference, IbPRIA 2007, Girona, Spain, June 6-8, 2007, Proceedings, Part I es_ES
dc.relation.ispartofseries Lecture Notes in Computer Science;4477
dc.rights Reserva de todos los derechos es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Face Recognition in Color Using Complex and Hypercomplex Representation es_ES
dc.type Capítulo de libro es_ES
dc.identifier.doi 10.1007/978-3-540-72847-4_29
dc.relation.projectID info:eu-repo/grantAgreement/MEC//DPI2004-08279-C02-02/ES/APLICACION DE TECNICAS DE RECONOCIMIENTO DE FORMAS PARA LA AYUDA AL DISEÑO PERSONALIZADO DE PLANTILLAS Y ORTESIS PLANTARES./ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Universitario Mixto Tecnológico de Informática - Institut Universitari Mixt Tecnològic d'Informàtica es_ES
dc.description.bibliographicCitation Villegas, M.; Paredes Palacios, R. (2007). Face Recognition in Color Using Complex and Hypercomplex Representation. En Pattern Recognition and Image Analysis: Third Iberian Conference, IbPRIA 2007, Girona, Spain, June 6-8, 2007, Proceedings, Part I. Springer Verlag (Germany). 217-224. https://doi.org/10.1007/978-3-540-72847-4_29 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://link.springer.com/chapter/10.1007/978-3-540-72847-4_29 es_ES
dc.description.upvformatpinicio 217 es_ES
dc.description.upvformatpfin 224 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.senia 33267
dc.contributor.funder Ministerio de Educación y Ciencia es_ES
dc.contributor.funder Generalitat Valenciana es_ES
dc.description.references Yip, A., Sinha, P.: Contribution of color to face recognition. Perception 31(5), 995–1003 (2002) es_ES
dc.description.references Torres, L., Reutter, J.Y., Lorente, L.: The importance of the color information in face recognition. In: ICIP, vol. 3, pp. 627–631 (1999) es_ES
dc.description.references Jones III, C., Abbott, A.L.: Color face recognition by hypercomplex gabor analysis. In: FG2006, University of Southampton, UK, pp. 126–131 (2006) es_ES
dc.description.references Hamilton, W.R.: On a new species of imaginary quantities connected with a theory of quaternions. In: Proc. Royal Irish Academy, vol. 2, pp. 424–434 (1844) es_ES
dc.description.references Zhang, F.: Quaternions and matrices of quaternions. Linear Algebra And Its Applications 251(1-3), 21–57 (1997) es_ES
dc.description.references Pei, S., Cheng, C.: A novel block truncation coding of color images by using quaternion-moment preserving principle. In: ISCAS, Atlanta, USA, vol. 2, pp. 684–687 (1996) es_ES
dc.description.references Sangwine, S., Ell, T.: Hypercomplex fourier transforms of color images. In: ICIP, Thessaloniki, Greece, vol. 1, pp. 137–140 (2001) es_ES
dc.description.references Bihan, N.L., Sangwine, S.J.: Quaternion principal component analysis of color images. In: ICIP, Barcelona, Spain, vol. 1, pp. 809–812 (2003) es_ES
dc.description.references Chang, J.-H., Pei, S.-C., Ding, J.J.: 2d quaternion fourier spectral analysis and its applications. In: ISCAS, Vancouver, Canada, vol. 3, pp. 241–244 (2004) es_ES
dc.description.references Li, S.Z., Jain, A.K.: 6. In: Handbook of Face Recognition. Springer (2005) es_ES
dc.description.references Gross, R., Brajovic, V.: An image preprocessing algorithm for illumination invariant face recognition. In: Kittler, J., Nixon, M.S. (eds.) AVBPA 2003. LNCS, vol. 2688, p. 1055. Springer, Heidelberg (2003) es_ES
dc.description.references Lee, K., Ho, J., Kriegman, D.: Nine points of light: Acquiring subspaces for face recognition under variable lighting. In: CVPR, vol. 1, pp. 519–526 (2001) es_ES
dc.description.references Zhang, L., Samaras, D.: Face recognition under variable lighting using harmonic image exemplars. In: CVPR, vol. 1, pp. 19–25 (2003) es_ES
dc.description.references Villegas, M., Paredes, R.: Comparison of illumination normalization methods for face recognition. In: COST 275, University of Hertfordshire, UK, pp. 27–30 (2005) es_ES
dc.description.references Turk, M., Pentland, A.: Face recognition using eigenfaces. In: CVPR, Hawaii, pp. 586–591 (1991) es_ES
dc.description.references Bihan, N.L., Mars, J.: Subspace method for vector-sensor wave separation based on quaternion algebra. In: EUSIPCO, Toulouse, France (2002) es_ES
dc.description.references XM2VTS (CDS00{1,6}), http://www.ee.surrey.ac.uk/Reseach/VSSP/xm2vtsdb es_ES
dc.description.references Luettin, J., Maître, G.: Evaluation protocol for the extended M2VTS database (XM2VTSDB). IDIAP-COM 05, IDIAP (1998) es_ES


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