Introduction:
- Basic Concepts of Fuzzy Sets
- Fuzzy Relations
- Fuzzy Models for Image Processing and Pattern Recognition
Membership Functions:
- Introduction
- Heuristic Selections
- Clustering Approaches
- Tuning of Membership Functions
- Concluding Remarks
Optimal Image Thresholding:
- Introduction
- Threshold Selection Based on Statistical Decision Theory
- Non-fuzzy Thresholding Algorithms
- Fuzzy Thresholding Algorithm
- Unified Formulation of Three Thresholding Algorithms
- Multilevel Thresholding
- Applications
- Concluding Remarks
Fuzzy Clustering:
- Introduction
- C-Means Algorithm
- Fuzzy C-Means Algorithm
- Comparison between Hard and Fuzzy Clustering Algorithms
- Cluster Validity
- Applications
- Concluding Remarks
Line Pattern Matching:
- Introduction
- Similarity Measures between Line Segments
- Basic Matching Algorithm
- Dealing with Noisy Patterns
- Dealing with Rotated Patterns
- Applications
- Concluding Remarks
Fuzzy Rule-based Systems:
- Introduction
- Learning from Examples
- Decision Tree Approach
- Fuzzy Aggregation Network Approach
- Minimization of Fuzzy Rules
- Defuzzification and Optimization
- Applications
- Concluding Remarks
Combined Classifiers:
- Introduction
- Voting Schemes
- Maximum Posteriori Probability
- Multilayer Perceptron Approach
- Fuzzy Measures and Fuzzy Integrals
- Applications
- Concluding Remarks

Readership: Engineers and computer scientists.

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Yes, you can access Fuzzy Algorithms: With Applications To Image Processing And Pattern Recognition by Zheru Chi, Hong Yan, Tuan Pham in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.

Information

Publisher

World Scientific

Year

1996

ISBN

9789812830111

Topic

Computer Science

Subtopic

Computer Science General

Index

Computer Science

Contents
Preface
Acknowledgements
Chapter 1 Introduction
Chapter 2 Membership Functions
Chapter 3 Optimal Image Thresholding
Chapter 4 Fuzzy Clustering
Chapter 5 Line Pattern Matching
Chapter 6 Fuzzy Rule-based Systems
Chapter 7 Combined Classifiers
Bibliography
Index