eBook - PDF

Fuzzy Algorithms: With Applications To Image Processing And Pattern Recognition

Name: Fuzzy Algorithms: With Applications To Image Processing And Pattern Recognition
ISBN: 9789812830111

Zheru Chi,

Hong Yan,

Tuan Pham,

240 pages
English
PDF
Available on iOS & Android

eBook - PDF

Fuzzy Algorithms: With Applications To Image Processing And Pattern Recognition

Zheru Chi,

Hong Yan,

Tuan Pham,

About this book

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.

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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 Ciencia de la computación & Ciencias computacionales general. We have over one million books available in our catalogue for you to explore.