Book 2014

Kernel Learning Algorithms for Face Recognition

Authors:

ISBN: 978-1-4614-0160-5 (Print) 978-1-4614-0161-2 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xv

  2. Chapter

    Pages 1-17

    Introduction

  3. Chapter

    Pages 19-47

    Statistical Learning-Based Face Recognition

  4. Chapter

    Pages 49-70

    Kernel Learning Foundation

  5. Chapter

    Pages 71-99

    Kernel Principal Component Analysis (KPCA)-Based Face Recognition

  6. Chapter

    Pages 101-133

    Kernel Discriminant Analysis Based Face Recognition

  7. Chapter

    Pages 135-157

    Kernel Manifold Learning-Based Face Recognition

  8. Chapter

    Pages 159-174

    Kernel Semi-Supervised Learning-Based Face Recognition

  9. Chapter

    Pages 175-188

    Kernel-Learning-Based Face Recognition for Smart Environment

  10. Chapter

    Pages 189-211

    Kernel-Optimization-Based Face Recognition

  11. Chapter

    Pages 213-223

    Kernel Construction for Face Recognition

  12. Back Matter

    Pages 225-225