Discriminative Learning in Biometrics

von David Zhang, Wangmeng Zuo, Yong Xu
Taschenbuch - 9789811095153
128,39 €
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Hardcover - 9789811020551
128,39 €

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Weitere Formate

Hardcover - 9789811020551
128,39 €

Beschreibung

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.

Details

Verlag Springer Singapore
Ersterscheinung Juni 2018
Maße 235 mm x 155 mm x 15 mm
Gewicht 427 Gramm
Format Taschenbuch
ISBN-13 9789811095153
Auflage Softcover reprint of the original 1st ed. 2016
Seiten 280

Schlagwörter