000			02720nam a22004815i 4500
001			978-981-10-2056-8
003			DE-He213
005			20200420220225.0
007			cr nn 008mamaa
008			161026s2016 si | s |||| 0|eng d
020			_a9789811020568 _9978-981-10-2056-8
024	7		_a10.1007/978-981-10-2056-8 _2doi
050		4	_aQH323.5
072		7	_aUYQP _2bicssc
072		7	_aUYQV _2bicssc
072		7	_aCOM016000 _2bisacsh
082	0	4	_a570.15195 _223
100	1		_aZhang, David. _eauthor.
245	1	0	_aDiscriminative Learning in Biometrics _h[electronic resource] / _cby David Zhang, Yong Xu, Wangmeng Zuo.
264		1	_aSingapore : _bSpringer Singapore : _bImprint: Springer, _c2016.
300			_aXIII, 266 p. 110 illus., 73 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		_a1. Discriminative Learning in Biometrics -- 2. Metric Learning with Biometric Applications -- 3. Sparse Representation-based Classification for Biometric Recognition -- 4. Discriminative Features for Palmprint Authentication -- 5. Orientation Features and Distance Measure of Palmprint Authentication -- 6. Multifeature Palmprint Authentication -- 7. Discriminative Learning via Encouraging Virtual Face Images -- 8. Sparse Representation-based Methods for Face Recognition -- 9. Fusion Methodologies of Multiple Traits -- 10. Discussions and Future Work.
520			_aThis monograph describes the latest advances in discriminative learning methods for biometric recognition. Specifically, it focuses on three representative categories of methods: sparse representation-based classification, metric learning, and discriminative feature representation, together with their applications in palmprint authentication, face recognition and multi-biometrics. The ideas, algorithms, experimental evaluation and underlying rationales are also provided for a better understanding of these methods. Lastly, it discusses several promising research directions in the field of discriminative biometric recognition. .
650		0	_aComputer science.
650		0	_aPattern recognition.
650		0	_aBiometrics (Biology).
650	1	4	_aComputer Science.
650	2	4	_aBiometrics.
650	2	4	_aPattern Recognition.
700	1		_aXu, Yong. _eauthor.
700	1		_aZuo, Wangmeng. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9789811020551
856	4	0	_uhttp://dx.doi.org/10.1007/978-981-10-2056-8
912			_aZDB-2-SCS
942			_cEBK
999			_c52168 _d52168