Handbook of face recognition:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London
Springer
2011
|
| Ausgabe: | 2. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | XV, 699 S. Ill., graph. Darst. |
| ISBN: | 9780857299314 |
Internformat
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Datensatz im Suchindex
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|---|---|
| adam_text | Handbook of Face Recognition
Secoué Eéhion
The history of computer-aided face recognition dates back to the 1960s, yet the problem
of automatic face recognition
-
a task that humans perform routinely and effortlessly
in our daily lives
-
still poses great challenges, especially in unconstrained conditions.
This highly anticipated new edition of the Handbook of Face Recognition 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
26
chapters focus on a specific
topic, reviewing background information, up-to-date techniques, and recent results,
as well as offering challenges and future directions.
Topics and features:
•
Fully updated, revised and expanded, covering the entire spectrum of concepts,
methods, and algorithms for automated face detection and recognition systems
•
Examines the design of accurate, reliable, and secure face 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 from person verification, surveillance,
and security, to entertainment
•
Presents contributions from an international selection of preeminent experts
•
Integrates numerous supporting graphs, tables, charts, and performance data
This practical and authoritative reference is the essential resource for researchers,
professionals and students involved in image processing, computer vision, biometrics,
security, Internet, mobile devices, human-computer interface, E-services, computer
graphics and animation, and the computer game industry.
Contents
1
Introduction
................................ 1
Stan Z.
Li
and Anil
К.
Jain
Part I Face Image Modeling and Representation
2
Face Recognition in Subspaces
..................... 19
Gregory Shakhnarovich and Baback Moghaddam
3
Face Subspace Learning
......................... 51
Wei
В
ian
and
Dacheng
Tao
4
Local Representation of Facial Features
................ 79
Joni-Kristian Kämäräinen,
Abdenour
Hadid,
and
Matti Pietikäinen
5
Face Alignment Models
.........................109
Phil Tresadern, Tim Cootes, Chris Taylor, and Vladimir
Petrović
6
Morphable Models of Faces
.......................137
Reinhard Knothe,
Brian Amberg,
Sami Romdhani,
Volker Blanz,
and
Thomas
Vetter
7
Illumination Modeling for Face Recognition
..............
1
69
Ronen Basri
and David Jacobs
8
Face Recognition Across Pose and Illumination
............197
Ralph Gross, Simon Baker, Iain Matthews, and Takeo
Kanade
9
Skin Color in Face Analysis
.......................223
J.
Birgitta Martinkauppi,
Abdenour
Hadid,
and
Matti Pietikäinen
10
Face Aging Modeling
...........................251
Un
sang Park and Anil K. Jain
Part II Face Recognition Techniques
11
Face Detection
..............................277
Stan Z. Li and Jianxin Wu
12
Facial Landmark Localization
......................305
Xiaoqing Ding and Liting Wang
13
Face Tracking and Recognition in Video
................323
Rama Chellappa, Ming
Du, Pavan
Turaga, and Shaohua Kevin Zhou
14
Face Recognition at a Distance
.....................353
Frederick W. Wheeler, Xiaoming Liu, and Peter
H. Tu
15
Face Recognition Using Near Infrared Images
.............383
Stan Z. Li and Dong Yi
16
Multispectral Face Imaging and Analysis
...............401
Andreas Koschan, Yi Yao, Hong Chang, and Mongi Abidi
17
Face Recognition Using
3D
Images
...................429
LA. Kakadiaris, G.
Passalis,
G.
Toderici,
E.
Efraty, P. Perakis, D.
Chu,
S.
Shah, and
T.
Theoharis
18
Facial Action Tracking
..........................461
Jörgen Ahlberg
and Igor S.
Pandzie
19
Facial Expression Recognition
......................487
Yingli
Tian,
Takeo
Kanade,
and Jeffrey F. Cohn
20
Face Synthesis
...............................521
Yang Wang, Zicheng Liu, and Baining Guo
Part III Performance Evaluation: Machines and Humans
21
Evaluation Methods in Face Recognition
................551
P. Jonathon Phillips, Patrick Grother, and Ross Micheals
22
Dynamic Aspects of Face Processing in Humans
............575
Heinrich
H.
Bülthoff,
Douglas
W.
Cunningham, and Christian Wallraven
23
Face Recognition by Humans and Machines
..............597
Alice J. O Toole
Part IV Face Recognition Applications
24
Face Recognition Applications
......................617
Thomas Huang, Ziyou Xiong, and Zhenqiu Zhang
25
Large Scale Database Search
......................639
Michael Brauckmann and
Christoph Busch
26
Face Recognition in Forensic Science
..................655
Nicole A. Spaun
27
Privacy Protection and Face Recognition
................671
Andrew W. Senior and Sharathchandra Pankanti
Index
. . .....................................693
|
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| isbn | 9780857299314 |
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