Discriminative Learning in Biometrics

Part I. Background Knowledge

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

Part II. Metric Learning and Sparse Representation-Based Classification

2. Metric Learning with Biometric Applications
David Zhang, Yong Xu, Wangmeng Zuo

3. Sparse Representation-Based Classification for Biometric Recognition
David Zhang, Yong Xu, Wangmeng Zuo

Part III. Discriminative Feature Extraction and Matching for Palmprint Authentication

4. Discriminative Features for Palmprint Authentication
David Zhang, Yong Xu, Wangmeng Zuo

5. Orientation Features and Distance Measure of Palmprint Authentication
David Zhang, Yong Xu, Wangmeng Zuo

6. Multifeature Palmprint Authentication
David Zhang, Yong Xu, Wangmeng Zuo

Part IV. Sparse Representation for Face Recognition

7. Discriminative Learning via Encouraging Virtual Face Images
David Zhang, Yong Xu, Wangmeng Zuo

8. Sparse Representation-Based Methods for Face Recognition
David Zhang, Yong Xu, Wangmeng Zuo

Part V. Multi-biometrics

9. Fusion Methodologies of Multiple Traits
David Zhang, Yong Xu, Wangmeng Zuo

Part VI. Discussion

10. Discussions and Future Work
David Zhang, Yong Xu, Wangmeng Zuo

Avainsanat: Computer Science, Biometrics, Pattern Recognition