Handbook of Face Recognition / Edition 1

Handbook of Face Recognition / Edition 1

by Stan Z. Li, Anil K. Jain
     
 

ISBN-10: 038740595X

ISBN-13: 9780387405957

Pub. Date: 03/15/2005

Publisher: Springer-Verlag New York, LLC

This highly anticipated new edition provides a comprehensive account of face recognition research and technology, spanning the full range of topics needed for designing operational face recognition systems. After a thorough introductory chapter, each of the following chapters focus on a specific topic, reviewing background information, up-to-date techniques, and

Overview

This highly anticipated new edition provides a comprehensive account of face recognition research and technology, spanning the full range of topics needed for designing operational face recognition systems. After a thorough introductory chapter, each of the following chapters focus on a specific topic, reviewing background information, up-to-date techniques, and recent results, as well as offering challenges and future directions. Features: fully updated, revised and expanded, covering the entire spectrum of concepts, methods, and algorithms for automated face detection and recognition systems; provides comprehensive coverage of face detection, tracking, alignment, feature extraction, and recognition technologies, and issues in evaluation, systems, security, and applications; contains numerous step-by-step algorithms; describes a broad range of applications; presents contributions from an international selection of experts; integrates numerous supporting graphs, tables, charts, and performance data.

Product Details

ISBN-13:
9780387405957
Publisher:
Springer-Verlag New York, LLC
Publication date:
03/15/2005
Edition description:
Older Edition
Pages:
408
Product dimensions:
7.18(w) x 9.46(h) x 0.89(d)

Related Subjects

Table of Contents

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 Petrović

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

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