Handbook of Face Recognition: The Deep Neural Network Approach, [3 ed.] 9783031435676, 9783031435669

The history of computer-aided face recognition dates to the 1960s, yet the problem of automatic face recognition – a tas

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Table of contents :
Cover
Front Matter
Part I. Introduction and Fundamentals
1. Face Recognition Research and Development
2. Convolutional Neural Networks and Architectures
3. Generative Networks
Part II. Face Processing Modules
4. Face Detection
5. Facial Landmark Localization
6. Facial Attribute Analysis
7. Face Presentation Attack Detection
8. Face Feature Embedding
9. Video-Based Face Recognition
10. Face Recognition with Synthetic Data
11. Uncertainty-Aware Face Recognition
12. Reducing Bias in Face Recognition
13. Adversarial Attacks on Face Recognition
14. Heterogeneous Face Recognition
15. 3D Face Recognition
Back Matter

Handbook of Face Recognition: The Deep Neural Network Approach, [3 ed.]
 9783031435676, 9783031435669

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