Kernel Learning Algorithms for Face Recognition

This book discusses the advanced kernel learning algorithms and its application on face recognition. The book focuses on the theoretical deviation, the system framework and experiments involving kernel based face recognition. This authors aim to solve the parameter selection problems endured by kern...

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Detalles Bibliográficos
Autor principal: Li, Jun-Bao
Otros Autores: Chu, Shu-Chuan, Pan, Jeng-Shyang
Formato: Libro electrónico
Lenguaje:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2014.
Materias:
Engineering.
Image processing.
Computational intelligence.
Electrical engineering.
Signal, Image and Speech Processing.
Communications Engineering, Networks.
Computer Vision.
Acceso en línea:http://dx.doi.org/10.1007/978-1-4614-0161-2
Aporte de:Registro referencial: Solicitar el recurso aquí
Bibliotecas (ING-UNLP) de Universidad Nacional de La Plata
Tabla de Contenidos:
  • Introduction
  • Statistical Learning and Face Recognition
  • Kernel Learning Foundation
  • Kernel Principal Analysis Based Face Recognition
  • Kernel Discriminant Analysis Based Face Recognition
  • Kernel Manifold Learning Based Face Recognition
  • Kernel Semi-supervised Based Face Recognition
  • Kernel Learning Based Face Recognition for Smart Environment
  • Kernel Optimization Based Face Recognition
  • Kernel Construction for Face Recognition.

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