000 02883nam a22005535i 4500
001 978-1-4614-0161-2
003 DE-He213
005 20200420220226.0
007 cr nn 008mamaa
008 130907s2014 xxu| s |||| 0|eng d
020 _a9781461401612
_9978-1-4614-0161-2
024 7 _a10.1007/978-1-4614-0161-2
_2doi
050 4 _aTK5102.9
050 4 _aTA1637-1638
050 4 _aTK7882.S65
072 7 _aTTBM
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aCOM073000
_2bisacsh
082 0 4 _a621.382
_223
100 1 _aLi, Jun-Bao.
_eauthor.
245 1 0 _aKernel Learning Algorithms for Face Recognition
_h[electronic resource] /
_cby Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2014.
300 _aXV, 225 p. 58 illus., 19 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _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.
520 _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.
650 0 _aEngineering.
650 0 _aImage processing.
650 0 _aComputational intelligence.
650 0 _aElectrical engineering.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aCommunications Engineering, Networks.
650 2 4 _aComputational Intelligence.
650 2 4 _aImage Processing and Computer Vision.
700 1 _aChu, Shu-Chuan.
_eauthor.
700 1 _aPan, Jeng-Shyang.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781461401605
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4614-0161-2
912 _aZDB-2-ENG
942 _cEBK
999 _c52200
_d52200