Multi-View Face Recognition By Nonlinear Dimensionality Reduction And Generalized Linear Models

  • Authors:
  • Bisser Raytchev;Ikushi Yoda;Katsuhiko Sakaue

  • Affiliations:
  • National Institute of Advanced Industrial Science and Technology (AIST);National Institute of Advanced Industrial Science and Technology (AIST);National Institute of Advanced Industrial Science and Technology (AIST)

  • Venue:
  • FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
  • Year:
  • 2006

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Abstract

One of the major problem in face authentication systems is to deal with variations in illumination. In a realistic scenario, it is very likely that the lighting conditions of the probe image does not correspond to those of the gallery image, hence there ...