Fuzzy Models and Algorithms for Pattern Recognition and Image Processing

Fuzzy Models and Algorithms for Pattern Recognition and Image Processing presents a comprehensive introduction of the use of fuzzy models in pattern recognition and selected topics in image processing and computer vision. Unique to this volume in the Kluwer Handbooks of Fuzzy Sets Series is the fact...

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Bibliographic Details
Main Authors: Bezdek, James C., Keller, James (Author), Krisnapuram, Raghu (Author), Pal, Nikhil (Author)
Format: eBook
Language:English
Published: New York, NY Springer US 1999, 1999
Edition:1st ed. 1999
Series:The Handbooks of Fuzzy Sets
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
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505 0 |a Pattern Recognition -- Cluster Analysis for Object Data -- Cluster Analysis for Relational Data -- Classifier Design -- Image Processing and Computer Vision 
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653 |a Electrical engineering 
653 |a Control engineering 
653 |a Artificial intelligence 
653 |a Robotics 
653 |a Automated Pattern Recognition 
653 |a Automation 
653 |a Pattern recognition systems 
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700 1 |a Pal, Nikhil  |e [author] 
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520 |a Fuzzy Models and Algorithms for Pattern Recognition and Image Processing presents a comprehensive introduction of the use of fuzzy models in pattern recognition and selected topics in image processing and computer vision. Unique to this volume in the Kluwer Handbooks of Fuzzy Sets Series is the fact that this book was written in its entirety by its four authors. A single notation, presentation style, and purpose are used throughout. The result is an extensive unified treatment of many fuzzy models for pattern recognition. The main topics are clustering and classifier design, with extensive material on feature analysis relational clustering, image processing and computer vision. Also included are numerous figures, images and numerical examples that illustrate the use of various models involving applications in medicine, character and word recognition, remote sensing, military image analysis, and industrial engineering