عنوان
پدید آورنده
موضوع
رده
TA1650
TA1650
کتابخانه
محل استقرار
1461401615 (electronic bk.)
9781461401612 (electronic bk.)
1461401607
9781461401605
b430963
Kernel learning algorithms for face recognition /
[Book]
Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan
1 online resource (xv, 225 pages) :
illustrations
Includes bibliographical references and index
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
0
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
Kernel learning algorithms for face recognition
9781461401605
Algorithms
Human face recognition (Computer science)
Kernel functions
Machine learning
COM-- 000000
006
.
42
23
TA1650
Li, Jun-Bao
Chu, Shu-Chuan
Pan, Jeng-Shyang
Ohio Library and Information Network
20150609113624.0
pn
مطالعه متن کتاب [Book]
Y
