LEADER 02652oam  2200517   450 
001 9910299745503321
005 20190911103512.0
010   $a1-4614-0161-5
024 7 $a10.1007/978-1-4614-0161-2
035   $a(OCoLC)860879381
035   $a(MiFhGG)GVRL6UXP
035   $a(EXLCZ)992670000000427491
100   $a20130705d2014      uy             0
101 0 $aeng
135   $aurun|---uuuua
181   $ctxt
182   $cc
183   $acr
200 10$aKernel learning algorithms for face recognition /$fJun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan
205   $a1st ed. 2014.
210  1$aNew York :$cSpringer,$d2014.
215   $a1 online resource (xv, 225 pages) $cillustrations (some color)
225 0 $aGale eBooks
300   $aDescription based upon print version of record.
311   $a1-4614-0160-7 
320   $aIncludes bibliographical references and index.
327   $aIntroduction -- 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.
330   $aThis 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.
606   $aHuman face recognition (Computer science)
606   $aMachine learning
606   $aAlgorithms
606   $aKernel functions
615  0$aHuman face recognition (Computer science)
615  0$aMachine learning.
615  0$aAlgorithms.
615  0$aKernel functions.
676   $a006.31
700   $aLi$b Jun-Bao$4aut$4http://id.loc.gov/vocabulary/relators/aut$0886512
702   $aChu$b Shu-Chuan
702   $aPan$b Jeng-Shyang
801  0$bMiFhGG
801  1$bMiFhGG
906   $aBOOK
912   $a9910299745503321
996   $aKernel Learning Algorithms for Face Recognition$91979699
997   $aUNINA