Contents:
- 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.
€134.99
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语言 英语 ● 格式 PDF ● 网页 240 ● ISBN 9789812830111 ● 文件大小 76.3 MB ● 编辑 Tuan Pham ● 出版者 World Scientific Publishing Company ● 市 Singapore ● 国家 SG ● 发布时间 1996 ● 下载 24 个月 ● 货币 EUR ● ID 2682501 ● 复制保护 Adobe DRM
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