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HANDBOOK OF PATTERN RECOGNITION AND COMPUTER VISION (4TH EDITION)


CONTENTS

FRONT MATTER
C H Chen
i
Part 1. Basic Methods in Pattern Recognition
A UNIFICATION OF COMPONENT ANALYSIS METHODS
F. De la Torre
3
MULTIPLE CLASSIFIER SYSTEMS: TOOLS AND METHODS
Veyis Gunes, Michel Ménard and Simon Petitrenaud
23
ON DISSIMILARITY EMBEDDING OF GRAPHS IN VECTOR SPACES
Horst Bunke and Kaspar Riesen
47
MATCH TRACKING STRATEGIES FOR FUZZY ARTMAP NEURAL NETWORKS
Eric Granger, Philippe Henniges, Robert Sabourin and Luiz S. Oliveira
73
SHAPE AND COLOR FEATURES FOR OBJECT RECOGNITION SEARCH
Tuan A. Duong, Vu A. Duong and Allen R. Stubberud
101
Part 2. Basic Methods in Computer Vision and Image Processing
PROBABILISTIC GRAPHICAL MODELS AND THEIR APPLICATIONS IN COMPUTER VISION
Lei Zhang, Yan Tong and Qiang Ji
129
A REGION TREE BASED IMAGE DISCRETE LABELING FRAMEWORK
Cheng Lei and Yee-Hong Yang
157
STATISTICAL BACKGROUND MODELING FOR FOREGROUND DETECTION: A SURVEY
Thierry Bouwmans, Fida El Baf and Bertrand Vachon
181
LATEST ALGORITHMS FOR 3-D RECONSTRUCTION FROM TWO VIEWS
Kenichi Kanatani, Yasuyuki Sugaya and Yasushi Kanazawa
201
AFFINE INVARIANT FEATURES IN PATTERN RECOGNITION
Esa Rahtu and Janne Heikkilä
235
STATISTICAL ASPECTS OF DOMINANT PLANE FOR ROBOT NAVIGATION
Naoya Ohnishi and Atsushi Imiya
257
EXTRACTING PARTS OF 2D SHAPES USING LOCAL AND GLOBAL INTERACTIONS SIMULTANEOUSLY
Sibel Tari
283
Part 3. Recognition Applications
CONTEXTUAL CLASSIFICATION OF MULTISENSOR OPTICAL-SAR REMOTE SENSING IMAGES
Gabriele Moser, Raffaele Gaetano, Gianni Poggi, Giuseppe Scarpa and Sebastiano B. Serpico
307
APPROACHES BASED ON SUPPORT VECTOR MACHINE TO CLASSIFICATION OF REMOTE SENSING DATA
Lorenzo Bruzzone and Claudio Persello
329
WORD SPOTTING TECHNIQUES IN DOCUMENT ANALYSIS AND RETRIEVAL — A COMPREHENSIVE SURVEY
Muhammad Ismail Shah and Ching Y. Suen
353
OPTIMIZATION OF REJECTION PARAMETERS TO ENHANCE RELIABILITY IN HANDWRITING RECOGNITION
Chun Lei He, Louisa Lam and Ching Y. Suen
377
RECOGNITION TECHNIQUES FOR WHITEBOARD NOTES WRITTEN IN ROMAN SCRIPT
Marcus Liwicki and Horst Bunke
397
DETECTION OF AFFECTIVE PATTERNS IN PHYSIOLOGICAL SIGNALS TOWARDS IMPROVING AUTOMATIC EMOTION RECOGNITION
Jonghwa Kim and Elisabeth André
415
AUTOMATED DETECTION AND CLASSIFICATION OF SOLAR IMAGE FEATURES
Frank Y. Shih
435
Part 4. Computer Vision and Pattern Recognition in Life Sciences and Human ID
BIOMETRIC TEMPLATE PROTECTION: TOWARDS A SECURE BIOMETRIC SYSTEM
Yicheng Feng and Pong C. Yuen
455
FUSION OF MANUAL AND NON-MANUAL INFORMATION IN AMERICAN SIGN LANGUAGE RECOGNITION
Sudeep Sarkar, Barbara Loeding and Ayush S. Parashar
477
A DEFORMABLE TEMPLATE MODEL WITH FEATURE TRACKING FOR AUTOMATED IVUS SEGMENTATION
Prakash Manandhar, Chi Hau Chen and Ahmet Umit Coskun
497
USER-ASSISTED SEGMENTATION FOR MEDICAL IMAGES
Vasco Gervásio and Joaquim A. Jorge
517
AUTOMATED QUANTIFICATION OF CELLULAR PROCESSES WITH APPLICATIONS TO HIGH-CONTENT SCREENING
Vannary Meas-Yedid, Alexandre Dufour, Bo Zhang, Alexandre Grassart, Nathalie Sauvonnet and Jean-Christophe Olivo-Marin
537
ADVANCED EVOLUTIONARY ALGORITHMS FOR INTELLIGENT MICROARRAY IMAGE ANALYSIS
Eleni Zacharia and Dimitris Maroulis
557
COMPUTATIONAL INTELLIGENCE APPROACHES FOR PROTEIN FOLD RECOGNITION
Yuehui Chen, Yaou Zhao and Jack Y. Yang
579
Part 5. System and Technology
A METHOD FOR SYNTHESIS OF A 3D FACE USING A SINGLE 2D IMAGE
Martin D. Levine and Yingfeng Yu
595
AUTOMATIC ANNOTATION OF BIOLOGICAL IMAGES
Jie Zhou and Hanchuan Peng
625
DUAL ENERGY COMPUTED TOMOGRAPHY FOR CHECKED BAGGAGE SCREENING
Zhengrong Ying and Ram Naidu
645
ASSESSMENT OF FOOD INTAKE AND PHYSICAL ACTIVITY: A COMPUTATIONAL APPROACH
Mingui Sun, John D. Fernstrom, Wenyan Jia, Ning Yao, Steven A. Hackworth, Xiaoyu Liu, Chengliu, Qiang Liu, Yuecheng Li, Madelyn H. Fernstrom and Robert J. Sclabassi
667
INTELLIGENT WATERMARKING SYSTEMS: A SURVEY
Eduardo Vellasques, Eric Granger and Robert Sabourin
687
A PARALLEL AND MODULAR PATTERN CLASSIFICATION FRAMEWORK FOR LARGE-SCALE PROBLEMS
Bao-liang Lu and Xiao-lin Wang
725
3-D COMPUTER VISION MODELING IN VIDEO SURVEILLANCE APPLICATIONS
Giovanni B. Garibotto
747
BACK MATTER
C H Chen
767
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