Title
Kernel learning algorithms for face recognition [electronic resource] / Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan.
ISBN
9781461401612 electronic book
1461401615 electronic book
9781461401605
1461401607
Published
New York : Springer, 2013.
Language
English
Description
1 online resource (xv, 225 pages) : illustrations.
Other Standard Identifiers
10.1007/978-1-4614-0161-2 doi
Call Number
TA1650
Dewey Decimal Classification
006.42
Summary
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 kernel learning algorithms, and presents kernel optimization method with the data dependent kernel. This text extends the definition of data-dependent kernel and applies it to kernel optimization. Included within are algorithms of kernel based face recognition and the feasibility of the kernel based face recognition method.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
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
KernelSemi-supervised Based Face Recognition
Kernel Learning Based Face Recognition for Smart Environment
Kernel Optimization Based Face Recognition
Kernel Construction for Face Recognition.
