Signal and Image Processing for Biometrics By
2012 | 325 Pages | ISBN: 1848213859 | PDF | 19 MB
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, Stephane Gentric, Severine 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, Regis 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, Regis Fournier and Amine Nait-Ali.9. Multibiometrics, Romain Giot, Baptiste Hemery, Estelle Cherrier and Christophe Rosenberger.10. Hidden Biometrics, Amine Nait-Ali, Regis 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, Cherif Nait-Hamoud, Amine Nait-Ali and Regis 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.Content: Chapter 1 Introduction to Biometrics (pages 1-13): Bernadette DorizziChapter 2 Introduction to 2D Face Recognition (pages 15-37): Amine Nait?Ali and Dalila CherifiChapter 3 Facial Soft Biometrics for Person Recognition (pages 39-55): Antitza Dantcheva, Christelle Yemdji, Petros Elia and Jean?Luc DugelayChapter 4 Modeling, Reconstruction and Tracking for Face Recognition (pages 57-88): Catherine Herold, Vincent Despiegel, Stephane Gentric, Severine Dubuisson and Isabelle BlochChapter 5 3D Face Recognition (pages 89-115): Mohsen Ardabilian, Przemyslaw Szeptycki, Di Huang and Liming ChenChapter 6 Introduction to Iris Biometrics (pages 117-129): Kamel Aloui, Amine Nait?Ali, Regis Fournier and Saber NaceurChapter 7 Voice Biometrics: Speaker Verification and Identification (pages 131-148): Foezur Chowdhury, Sid?Ahmed Selouani and Douglas O'ShaughnessyChapter 8 Introduction to Hand Biometrics (pages 149-166): Regis Fournier and Amine Nait?AliChapter 9 Multibiometrics (pages 167-194): Romain Giot, Baptiste Hemery, Estelle Cherrier and Christophe RosenbergerChapter 10 Hidden Biometrics (pages 195-206): Amine Nait?Ali, Regis Fournier, Kamel Aloui and Noureddine BelgacemChapter 11 Performance Evaluation of Biometric Systems (pages 207-230): Mohamad El Abed, Romain Giot, Baptiste Hemery, Julien Mahier and Christophe RosenbergerChapter 12 Classification Techniques for Biometrics (pages 231-261): Amel Bouchemha, Cherif Nait?Hamoud, Amine Nait?Ali and Regis FournierChapter 13 Data Cryptography (pages 263-277): Islam Naveed and William PuechChapter 14 Visual Data Protection (pages 279-296): Islam Naveed and William PuechChapter 15 Biometrics in Forensics (pages 297-312): Guillaume Galou and Christophe Lambert
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