Beschreibung
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
Introduction Stan Z. Li and Anil K. Jain Part I: Face Image Modeling and Representation Face Recognition in Subspaces Gregory Shakhnarovich and Baback Moghaddam Face Subspace Learning Wei Bian and Dacheng Tao Local Representation of Facial Features Joni-Kristian Kämäräinen, Abdenour Hadid and Matti Pietikäinen Face Alignment Models Phil Tresadern, Tim Cootes, Chris Taylor and Vladimir Petrovic Morphable Models of Faces Reinhard Knothe, Brian Amberg, Sami Romdhani, Volker Blanz and Thomas Vetter Illumination Modeling for Face Recognition Ronen Basri and David Jacobs Face Recognition Across Pose and Illumination Ralph Gross, Simon Baker, Iain Matthews and Takeo Kanade Skin Color in Face Analysis J. Birgitta Martinkauppi, Abdenour Hadid and Matti Pietikäinen Face Aging Modeling Unsang Park and Anil K. Jain Part II: Face Recognition Techniques Face Detection Stan Z. Li and Jianxin Wu Facial Landmark Localization Xiaoqing Ding and Liting Wang Face Tracking and Recognition in Video Rama Chellappa, Ming Du, Pavan Turaga and Shaohua Kevin Zhou Face Recognition at a Distance Frederick W. Wheeler, Xiaoming Liu and Peter H. Tu Face Recognition Using Near Infrared Images Stan Z. Li and Dong Yi Multispectral Face Imaging and Analysis Andreas Koschan, Yi Yao, Hong Chang and Mongi Abidi Face Recognition Using 3D Images I. Kakadiaris, G. Passalis, G. Toderici, E. Efraty, P. Perakis, D. Chu, S. Shah and T. Theoharis Facial Action Tracking Jörgen Ahlberg and Igor S. Pandzic Facial Expression Recognition YingLi Tian, Takeo Kanade and Jeffrey F. Cohn Face Synthesis Yang Wang, Zicheng Liu and Baining Guo Part III: Performance Evaluation: Machines and Humans Evaluation Methods in Face Recognition P. Jonathon Phillips, Patrick Grother and Ross Micheals Dynamic Aspects of Face Processing in Humans Heinrich H. Bülthoff, Douglas W. Cunningham and Christian Wallraven Face Recognition by Humans and Machines Alice J. O¿Toole Part IV: Face Recognition Applications Face Recognition Applications Thomas Huang, Ziyou Xiong and Zhenqiu Zhang Large Scale Database Search Michael Brauckmann and Christoph Busch Face Recognition in Forensic Science Nicole A. Spaun Privacy Protection and Face Recognition Andrew W. Senior and Sharathchandra Pankanti
Autorenporträt
Dr. Stan Z. Li is Professor at the National Laboratory of Pattern Recognition, Director of the Center for Biometrics and Security Research, and Director of the R&D Center for Visual Internet of Things, within the Chinese Academy of Sciences. Dr. Anil K. Jain is University Distinguished Professor in the Department of Computer Science and Engineering at Michigan State University, U.S.A.
Herstellerkennzeichnung:
Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE
E-Mail: juergen.hartmann@springer.com
