Book description
The aim of this book is to deal with biometrics in terms of signal and image processing methods and algorithms. This will help engineers and students working in digital signal and image processing deal with the implementation of such specific algorithms.
It discusses numerous signal and image processing techniques that are very often used in biometric applications. In particular, algorithms related to hand feature extraction, speech recognition, 2D/3D face biometrics, video surveillance and other interesting approaches are presented. Moreover, in some chapters, Matlab codes are provided so that readers can easily reproduce some basic simulation results.
This book is suitable for final-year undergraduate students, postgraduate students, engineers and researchers in the field of computer engineering and applied digital signal and image processing.
1. Introduction to Biometrics, Bernadette Dorizzi.
2. Introduction to 2D Face Recognition, Amine Nait-Ali and Dalila Cherifi.
3. Facial Soft Biometrics for Person Recognition, Antitza Dantcheva, Christelle Yemdji, Petros Elia and Jean-Luc Dugelay.
4. Modeling, Reconstruction and Tracking for Face Recognition, Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson and Isabelle Bloch.
5. 3D Face Recognition, Mohsen Ardabilian, Przemyslaw Szeptycki, Di Huang and Liming Chen.
6. Introduction to Iris Biometrics, Kamel Aloui, Amine Nait-Ali, Régis Fournier and Saber Naceur.
7. Voice Biometrics: Speaker Verification and Identification, Foezur Chowdhury, Sid-Ahmed Selouani and Douglas O'Shaughnessy.
8. Introduction to Hand Biometrics, Régis Fournier and Amine Nait-Ali.
9. Multibiometrics, Romain Giot, Baptiste Hemery, Estelle Cherrier and Christophe Rosenberger.
10. Hidden Biometrics, Amine Nait-Ali, Régis Fournier, Kamel Aloui and Noureddine Belgacem.
11. Performance Evaluation of Biometric Systems, Mohamad El-Abed, Romain Giot, Baptiste Hemery, Julien Mahier and Christophe Rosenberger.
12. Classification Techniques for Biometrics, Amel Bouchemha, Chérif Nait-Hamoud, Amine Nait-Ali and Régis Fournier.
13. Data Cryptography, Islam Naveed and William Puech.
14. Visual Data Protection, Islam Naveed and William Puech.
15. Biometrics in Forensics, Guillaume Galou and Christophe Lambert.
Table of contents
- Cover
- Title Page
- Copyright
- Preface
-
Chapter 1. Introduction to Biometrics
- 1.1. Background: from anthropometry to biometrics
- 1.2. Biometrics today
- 1.3. Different modes of use of a biometric system and associated uses
- 1.4. Biometrics as a pattern recognition problem
- 1.5. Evaluation of different modalities
- 1.6. Quality
- 1.7. Multimodality
- 1.8. Biometrics and preservation of privacy
- 1.9. Conclusion
- 1.10. Bibliography
- Chapter 2. Introduction to 2D Face Recognition
- Chapter 3. Facial Soft Biometrics for Person Recognition
- Chapter 4. Modeling, Reconstruction and Tracking for Face Recognition
- Chapter 5. 3D Face Recognition
- Chapter 6. Introduction to Iris Biometrics
- Chapter 7. Voice Biometrics: Speaker Verification and Identification
- Chapter 8. Introduction to Hand Biometrics
- Chapter 9. Multibiometrics
- Chapter 10. Hidden Biometrics
- Chapter 11. Performance Evaluation of Biometric Systems
- Chapter 12. Classification Techniques for Biometrics
-
Chapter 13. Data Cryptography
- 13.1. Introduction
- 13.2. Cryptography
- 13.3. Conclusion
- 13.4. Bibliography
- Chapter 14. Visual Data Protection
- Chapter 15. Biometrics in Forensics
- List of Authors
- Index
Product information
- Title: Signal and Image Processing for Biometrics
- Author(s):
- Release date: August 2012
- Publisher(s): Wiley
- ISBN: 9781848213852
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