Kernel Learning Algorithms for Face Recognition

Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan (Autoren)

Buch | Softcover

225 Seiten

2016 | Softcover reprint of the original 1st ed. 2014
Springer-Verlag New York Inc.
978-1-4939-5212-0 (ISBN)

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Kernel Learning Algorithms for Face Recognition covers the framework of kernel based face recognition. Included within are algorithms of kernel based face recognition, and also the feasibility of the kernel based face recognition method.

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.

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.

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.

Erscheinungsdatum	04.10.2016
Zusatzinfo	19 Illustrations, color; 39 Illustrations, black and white; XV, 225 p. 58 illus., 19 illus. in color.
Verlagsort	New York
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Elektrotechnik / Energietechnik
	Technik ► Nachrichtentechnik
Schlagworte	Analysis Based Face Recognition • face recognition • feature extraction • Kernel Clustering • Kernel Construction • Kernel learning • Kernel Manifold Learning • Kernel Neural Network • Kernel Optimization • pattern recognition
ISBN-10	1-4939-5212-9 / 1493952129
ISBN-13	978-1-4939-5212-0 / 9781493952120
Zustand	Neuware