Handbook of Pattern Recognition and Computer Vision

by Chen, C. H.; Pau, L. F.; Wang, Patrick S. P.

• ISBN13: 9789810230715
• ISBN10: 9810230710
• Edition: 2nd
• Format: Hardcover
• Copyright: 1999-04-01
• Publisher: WORLD SCIENTIFIC PUB CO INC

Table of Contents

Preface to the Second Edition	v
Preface	vii
Foreword	ix
A Memorial to the Late Professor	xiii
King-Sun Fu
Contents	xxi
PART 1. BASIC METHODS IN PATTERN RECOGNITION
Cluster Analysis and Related Issues	3	(30)
Richard C. Dubes
Statistical Pattern Recognition	33	(28)
Keinosuke Fukunaga
Syntactic Pattern Recognition	61	(44)
Kou-Yuan Huang
Neural Net Computing for Pattern Recognition	105	(38)
Yoh-Han Pao
On Multiresolution Wavelet Analysis using Gaussian Markov Random Field Models	143	(40)
C. H. Chen
G. G. Lee
A Formal Parallel Model for Three-Dimensional Object Pattern Representation	183	(24)
P. S. P. Wang
PART 2. BASIC METHODS IN COMPUTER VISION
Texture Analysis	207	(42)
Mihran Tuceryan
Anil K. Jain
Model-Based Texture Segmentation and Classification	249	(34)
R. Chellappa
R. L. Kashyap
B. S. Manjunath
Color in Computer Vision: Recent Progress	283	(30)
Glenn Healey
Quang-Tuan Luong
Projective Geometry and Computer Vision	313	(26)
Roger Mohr
3-D Motion Analysis from Image Sequences using Point Correspondences	339	(48)
John. J. Weng
Thomas S. Huang
Signal-to-Symbol Mapping for Laser Rangefinders	387	(38)
Kenong Wu
Martin D. Levine
3-D Vision of Dynamic Objects	425	(30)
S.-Y. Lu
Chandra Kambhamettu
PART 3. RECOGNITION APPLICATIONS
Pattern Recognition in Nondestructive Evaluation of Materials	455	(18)
C. H. Chen
Discriminative Training---Recent Progress in Speech Recognition	473	(34)
Shigeru Katagiri
Erik Mcdermott
Statistical and Neural Network Pattern Recognition Methods for Remote Sensing Applications	507	(28)
Jon Atli Benediktsson
Multi-Sensory Opto-Electronic Feature Extraction Neural Associative Retriever	535	(32)
H.-K. Liu
Y.-H. Jin
Neville I. Marzwell
Shaomin Zhou
Classification of Human Chromosomes---A Study of Correlated Behavior in Majority Vote	567	(12)
Louisa Lam
Ching Y. Suen
Document Analysis and Recognition by Computers	579	(34)
Yuan Y. Tang
M. Cheriet
Jiming Liu
J. N. Said
Ching Y. Suen
Pattern Recognition and Visualization of Sparsely Sampled Biomedical Signals	613	(12)
Ching-Chung Li
T. P. Wang
A. H. Vagnucci
Pattern Recognition and Computer Vision for Geographic Data Analysis	625	(42)
F. Cavayas
Y. Baudouin
Face Recognition Technology	667	(20)
Martin Lades
PART 4. INSPECTION AND ROBOTIC APPLICATIONS
Computer Vision in Food Handling and Sorting	687	(24)
Hordur Arnarson
Magnus Asmundsson
Approaches to Texture-Based Classification, Segmentation and Surface Inspection	711	(26)
Matti Pietikainen
Timo Ojala
Olli Silven
Context Related Issues in Image Understanding	737	(28)
L. F. Pau
Position Estimation Techniques for An Autonomous Mobile Robot---A Review	765	(32)
Raj Talluri
J. K. Aggarwal
Computer Vision in Postal Automation	797	(20)
G. Garibotto
C. Scagliola
Vision-Based Automatic Road Vehicle Guidance	817	(40)
Dieter Koller
Quang-Tuan Luong
Joseph Weber
Jitendra Malik
PART 5. ARCHITECTURE AND TECHNOLOGY
Vision Engineering: Designing Computer Vision Systems	857	(12)
Rama Chellappa
Azriel Rosenfeld
Optical Pattern Recognition for Computer Vision	869	(22)
David Casasent
Infra-Red Thermography: Techniques and Applications	891	(34)
M. J. Varga
P. G. Ducksbury
Viewer-Centered Representations in Object Recognition: A Computational Approach	925	(20)
Ronen Basri
Video Content Analysis and Retrieval	945	(34)
Hongjiang Zhang
VLSI Architectures for Moments and Their Applications to Pattern Recognition	979	(24)
Heng-da Cheng
Chen-Yuan Wu
Jiguang Li
Index	1003