Handbook of Face Recognition - Li, Stan Z.

Handbook of Face Recognition

Stan Z. Li

Yayınevi: Springer

Yayın tarihi: 01/2005

ISBN: 9780387405957

Yazar : Anil K. Jain

Ciltli | İngilizce | 408 Sayfa |

Tür: Bilgisayar / Programlama

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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.

Table of Contents
Ch. 1 Introduction by Stan Z. Li and Anil K. Jain 1
Ch. 2 Face detection by Stan Z. Li 13
Ch. 3 Modeling facial shape and appearance by Tim Cootes and Chris Taylor and Haizhuang Kang and Vladimir Petrovic 39
Ch. 4 Parametric face modeling and tracking by Jorgen Ahlberg and Fadi Dornaika 65
Ch. 5 Illumination modeling for face recognition by Ronen Basri and David Jacobs 89
Ch. 6 Facial skin color modeling by J. Birgitta Martinkauppi and Matti Pietikainen 113
Ch. 7 Face recognition in subspaces by Gregory Shakhnarovich and Baback Moghaddam 141
Ch. 8 Face tracking and recognition from video by Rama Chellappa and Shaohua Kevin Zhou 169
Ch. 9 Face recognition across pose and illumination by Ralph Gross and Simon Baker and Iain Matthews and Takeo Kanade 193
Ch. 10 Morphable models of faces by Sami Romdhani and Volker Blanz and Curzio Basso and Thomas Vetter 217
Ch. 11 Facial expression analysis by Ying-Li Tian and Takeo Kanade and Jeffrey F. Cohn 247
Ch. 12 Face synthesis by Zicheng Liu and Baining Guo 277
Ch. 13 Face databases by Ralph Gross 301
Ch. 14 Evaluation methods in face recognition by P. Jonathon Phillips and Patrick Grother and Ross Micheals 329
Ch. 15 Psychological and neural perspectives on human face recognition by Alice J. O'Toole 34
Ch. 16 Face recognition applications by Thomas Huang and Ziyou Xiong and Zhenqiu Zhang 371

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