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Handbook Of Pattern Recognition And Computer Vision

By: Chi Hau Chen (Editor), Louis-francois Pau (Editor), Patrick S P Wang (Editor)

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Hardcover | 1 August 1993

At a Glance

Hardcover
996 Pages

Dimensions(cm)
26.04 x 17.15 x 4.45

New Edition

Published: 15th March 1999

Hardcover

RRP $475.99

$428.75

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Pattern recognition and computer vision and their applications have experienced enormous progress in research and development over the last two decades. This comprehensive handbook, with chapters by leading experts in their fields, documents both the basics and new and advanced results.The book gives the most total treatment of basic methods in pattern recognition including statistical, neurocomputing, syntactic/structural/grammatical approaches, feature selection and cluster analysis; and an extensive presentation of basic methods in computer vision including texture analysis and models, color, geometrical tools, image sequence analysis, etc. Major and unique applications are also covered, such as food handling using computer vision, non-destructive evaluation of materials, applications in economics and business, medical image recognition and understanding, etc. Broader system aspects are also examined, including optical pattern recognition and architectures for computer vision.Researchers, students and users of pattern recognition and computer vision will find the book an essential reference tool. The volume is also an invaluable collection of basic techniques and principles, which would otherwise be hard to assemble, in one convenient volume.

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Computer Vision Pattern Recognition Image Processing Booktopia Publisher Services World Scientific Publishing

Preface
Basic Methods in Pattern Recognition
Cluster Analysis and Related Issues	p. 3
Statistical Pattern Recognition	p. 33
Large-Scale Feature Selection	p. 61
On Automatic Feature Selection	p. 63
A Note on Genetic Algorithms for Large-Scale Feature Selection	p. 88
Constrained Genetic Optimization Via Dynamic Reward-Penalty Balancing and Its Use in Pattern Recognition	p. 108
Neural Net Computing for Pattern Recognition	p. 125
Structural and Syntactic Pattern Recognition	p. 163
A Formal Parallel Model for Three-Dimensional Object Pattern Representation	p. 211
Basic Methods in Computer Vision
Texture Analysis	p. 235
Model-Based Texture Segmentation and Classification	p. 277
Color in Computer Vision	p. 311
Projective Geometry and Computer Vision	p. 369
3-D Motion Analysis from Image Sequences Using Point Correspondences	p. 395
Segmentation Tools in Mathematical Morphology	p. 443
Parallel Thinning Algorithm for Binary Digital Patterns	p. 457
Recognition Applications
Pattern Recognition in Nondestructive Evaluation of Materials	p. 493
Pattern Recognition in Geophysical Signal Processing and Interpretation	p. 511
Signal Transient Analyses and Classification Techniques	p. 541
Analysis of Economic and Business Information	p. 569
Optical Handwritten Chinese Character Recognition	p. 595
Automatic Analysis and Understanding of Documents	p. 625
Pattern Recognition and Visualization of Sparsely Sampled Biomedical Signals	p. 655
Understanding Microvessels in Two and Three Dimensions	p. 667
Inspection and Robotics Applications
Computer Vision in Food Handling and Sorting	p. 697
Image Information Retrieval Systems	p. 719
Context Related Issues in Image Understanding	p. 741
Positional Estimation Techniques for An Autonomous Mobile Robot - A Review	p. 769
Architectures and Technology
Vision Engineering: Designing Computer Vision Systems	p. 805
Optical Pattern Recognition for Computer Vision	p. 817
Spatial Knowledge Representation for Iconic Image Database	p. 839
Viewer-Centered Representations in Object Recognition: A Computational Approach	p. 863
Connectionist Architectures in Low Level Image Segmentation	p. 883
Architectures for Image Processing and Computer Vision	p. 921
Image Information Systems: Where Do We Go from Here?	p. 941
Subject Index	p. 967
Table of Contents provided by Blackwell. All Rights Reserved.

Handbook Of Pattern Recognition And Computer Vision

At a Glance

New Edition

Hardcover

Shipping

How to return your order

Defective items

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