Kernel Learning Algorithms for Face Recognition
1st Edition
Published on 7. September 2013
XV, 225 pages
978-1-4614-0161-2 (ISBN)
Description
Kernel Learning Algorithms for Face Recognition covers the framework of kernel based face recognition. This book discusses the advanced kernel learning algorithms and its application on face recognition. This book also focuses on the theoretical deviation, the system framework and experiments involving kernel based face recognition. Included within are algorithms of kernel based face recognition, and also the feasibility of the kernel based face recognition method. This book provides researchers in pattern recognition and machine learning area with advanced face recognition methods and its newest applications.
More details
Series
Language
English
Place of publication
New York
United States
Publishing group
Springer US
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XV, 225 p. 58 illus., 19 illus. in color.
File size
4,32 MB
ISBN-13
978-1-4614-0161-2 (9781461401612)
DOI
10.1007/978-1-4614-0161-2
Schweitzer Classification
Other editions
Additional editions
Jun-Bao Li | Shu-Chuan Chu | Jeng-Shyang Pan
Kernel Learning Algorithms for Face Recognition
Book
09/2013
Springer
€149.79
Shipment within 15-20 days
Persons
Jeng-Shyang Pan is the Tainan Chapter Chair, IEEE Signal Processing Society.
Jun-Bao Li is currently at the Department of Automatic Test and Control, Harbin Institute of Technology.
Shu-Chuan Chu is a researcher at the School of Electrical and Information Engineering, University of South Australia, Mawson Lakes Campus.
Content
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.
