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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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Li, Jun-Bao (Author), Chu, Shu-Chuan (Author), Pan, Jeng-Shyang (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: New York, NY : Springer New York : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Subjects:
Signal processing.
Telecommunication.
Computational intelligence.
Computer vision.
Signal, Speech and Image Processing .
Communications Engineering, Networks.
Computational Intelligence.
Computer Vision.
Online Access:Texto Completo
Table of Contents:
  • 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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