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024 7 $a10.1007/978-981-10-2056-8
035   $a(CKB)3710000000918206
035   $a(DE-He213)978-981-10-2056-8
035   $a(MiAaPQ)EBC4729532
035   $a(PPN)196321301
035   $a(EXLCZ)993710000000918206
100   $a20161026d2016      u|             0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aDiscriminative Learning in Biometrics$b[electronic resource] /$fby David Zhang, Yong Xu, Wangmeng Zuo
205   $a1st ed. 2016.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2016.
215   $a1 online resource (XIII, 266 p. 110 illus., 73 illus. in color.) 
311   $a981-10-2055-8 
311   $a981-10-2056-6 
320   $aIncludes bibliographical references at the end of each chapters and index.
327   $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.
330   $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. .
606   $aBiometrics (Biology)
606   $aPattern recognition
606   $aBiometrics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22040
606   $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X
615  0$aBiometrics (Biology).
615  0$aPattern recognition.
615 14$aBiometrics.
615 24$aPattern Recognition.
676   $a570.15195
700   $aZhang$b David$4aut$4http://id.loc.gov/vocabulary/relators/aut$0763056
702   $aXu$b Yong$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aZuo$b Wangmeng$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910148792703321
996   $aDiscriminative Learning in Biometrics$92158932
997   $aUNINA