Kernel Learning Algorithms for Face Recognition

• Κύριοι συγγραφείς: Li, Jun-Bao (Συγγραφέας), Chu, Shu-Chuan (Συγγραφέας), Pan, Jeng-Shyang (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2014.
• Θέματα: Engineering.; Image processing.; Computational intelligence.; Electrical engineering.; Signal, Image and Speech Processing.; Communications Engineering, Networks.; Computational Intelligence.; Image Processing and Computer Vision.

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...

Πίνακας περιεχομένων:

• 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.