02997nam 22004935 450 991014879270332120200705070303.010.1007/978-981-10-2056-8(CKB)3710000000918206(DE-He213)978-981-10-2056-8(MiAaPQ)EBC4729532(PPN)196321301(EXLCZ)99371000000091820620161026d2016 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierDiscriminative Learning in Biometrics /by David Zhang, Yong Xu, Wangmeng Zuo1st ed. 2016.Singapore :Springer Singapore :Imprint: Springer,2016.1 online resource (XIII, 266 p. 110 illus., 73 illus. in color.) 981-10-2055-8 981-10-2056-6 Includes bibliographical references at the end of each chapters and index.1. 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.This 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. .Biometrics (Biology)Pattern recognitionBiometricshttps://scigraph.springernature.com/ontologies/product-market-codes/I22040Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XBiometrics (Biology).Pattern recognition.Biometrics.Pattern Recognition.570.15195Zhang Davidauthttp://id.loc.gov/vocabulary/relators/aut763056Xu Yongauthttp://id.loc.gov/vocabulary/relators/autZuo Wangmengauthttp://id.loc.gov/vocabulary/relators/autBOOK9910148792703321Discriminative Learning in Biometrics2158932UNINA