Handbook on Pattern Recognition and Computer Vision

by ; ; ; ;
Format: Hardcover
Pub. Date: 1993-08-01
Publisher(s): WORLD SCIENTIFIC PUB CO INC
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Table of Contents

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

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