Independent Component Analysis of Edge Information for Face Recognition

The book presents research work on face recognition using edge information as features for face recognition with ICA algorithms. The independent components are extracted from edge information. These independent components are used with classifiers to match the facial images for recognition purpose....

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Detalles Bibliográficos
Autor principal: Karande, Kailash Jagannath
Otros Autores: Talbar, Sanjay
Formato: Libro electrónico
Lenguaje:Inglés
Publicado: India : Springer India : Imprint: Springer, 2014.
Colección:SpringerBriefs in Applied Sciences and Technology,
Materias:
Biometrics (Biology).
Engineering.
Signal, Image and Speech Processing.
Biometrics.
Computational Intelligence.
Acceso en línea:http://dx.doi.org/10.1007/978-81-322-1512-7
Aporte de:Registro referencial: Solicitar el recurso aquí
Bibliotecas (ING-UNLP) de Universidad Nacional de La Plata
Tabla de Contenidos:
  • Canny Edge Detection for Face Recognition using ICA
  • Laplacian of Gaussian (LOG) Edge Detection for Face Recognition using ICA
  • Oriented Laplacian of Gaussian (OLOG) Edge Detection for Face Recognition using ICA
  • Multiscale Wavelet based Edge Detection for Face Recognition using ICA.

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