Discriminative Learning in Biometrics

Discriminative Learning in Biometrics by David Zhang, Yong Xu, Wangmeng Zuo.

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 the...

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Bibliographic Details
Main Authors: Zhang, David (Author), Xu, Yong (Author), Zuo, Wangmeng (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Singapore : Springer Singapore : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Series:Springer eBook Collection.
Subjects:
Biometrics (Biology).
Pattern recognition.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • 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.

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