000 | 02883nam a22005535i 4500 | ||
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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 |
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024 | 7 |
_a10.1007/978-1-4614-0161-2 _2doi |
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050 | 4 | _aTK5102.9 | |
050 | 4 | _aTA1637-1638 | |
050 | 4 | _aTK7882.S65 | |
072 | 7 |
_aTTBM _2bicssc |
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072 | 7 |
_aUYS _2bicssc |
|
072 | 7 |
_aTEC008000 _2bisacsh |
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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. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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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 |