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2005 | Buch

Handbook of Face Recognition

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Über dieses Buch

Although the history of computer-aided face recognition stretches back to the 1960s, automatic face recognition remains an unsolved problem and still offers a great challenge to computer-vision and pattern recognition researchers. This handbook is a comprehensive account of face recognition research and technology, written by a group of leading international researchers. Twelve chapters cover all the sub-areas and major components for designing operational face recognition systems. Background, modern techniques, recent results, and challenges and future directions are considered.

The book is aimed at practitioners and professionals planning to work in face recognition or wanting to become familiar with the state-of- the-art technology. A comprehensive handbook, by leading research authorities, on the concepts, methods, and algorithms for automated face detection and recognition. Essential reference resource for researchers and professionals in biometric security, computer vision, and video image analysis.

Inhaltsverzeichnis

Frontmatter
1. Introduction
Stan Z. Li, Anil K. Jain
2. Face Detection
Stan Z. Li
3. Modeling Facial Shape and Appearance
Tim Cootes, Chris Taylor, Haizhuang Kang, Vladimir Petrović
4. Parametric Face Modeling and Tracking
Jörgen Ahlberg, Fadi Dornaika
5. Illumination Modeling for Face Recognition
Ronen Basri, David Jacobs
6. Facial Skin Color Modeling
J. Birgitta Martinkauppi, Matti Pietikäinen
Color Plates for Chapters 6 and 15
7. Face Recognition in Subspaces
Gregory Shakhnarovich, Baback Moghaddam
8. Face Tracking and Recognition from Video
Rama Chellappa, Shaohua Kevin Zhou
9. Face Recognition Across Pose and Illumination
Ralph Gross, Simon Baker, Iain Matthews, Takeo Kanade
10. Morphable Models of Faces
Sami Romdhani, Volker Blanz, Curzio Basso, Thomas Vetter
11. Facial Expression Analysis
Ying-Li Tian, Takeo Kanade, Jeffrey F. Cohn
12. Face Synthesis
Zicheng Liu, Baining Guo
13. Face Databases
Ralph Gross
14. Evaluation Methods in Face Recognition
P. Jonathon Phillips, Patrick Grother, Ross Micheals
15. Psychological and Neural Perspectives on Human Face Recognition
Alice J. O’Toole
16. Face Recognition Applications
Thomas Huang, Ziyou Xiong, Zhenqiu Zhang
Backmatter
Metadaten
Titel
Handbook of Face Recognition
verfasst von
Stan Z. Li
Anil K. Jain
Copyright-Jahr
2005
Verlag
Springer New York
Electronic ISBN
978-0-387-27257-3
Print ISBN
978-0-387-40595-7
DOI
https://doi.org/10.1007/b138828

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