Discriminative Learning in Biometrics

David Zhang, Yong Xu, Wangmeng Zuo

  • 出版商: Springer
  • 出版日期: 2016-11-04
  • 售價: $4,320
  • 貴賓價: 9.5$4,104
  • 語言: 英文
  • 頁數: 266
  • 裝訂: Hardcover
  • ISBN: 9811020558
  • ISBN-13: 9789811020551
  • 海外代購書籍(需單獨結帳)

商品描述

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.