Author: David Zhang, Yong Xu, Wangmeng Zuo Full Title: Discriminative Learning In Biometrics Publisher: Springer; 1st ed. 2016 edition (October 27, 2016) Year: 2016 ISBN-13: 9789811020568 (978-981-10-2056-8), 9789811020551 (978-981-10-2055-1) ISBN-10: 9811020566, 9811020558 Pages: 266 Language: English Genre: Computer Science: Image Processing; Biometrics File type: PDF (True) Quality: 10/10 Price: 117.69 € 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. ------------- Our members see more. Join us!