Fuzzy Models and Algorithms for Pattern Recognition and Image Processing: 4 - Rilegato

Bezdek, James C.; Pal, Nikhil; Krisnapuram, Raghu; Keller, James

 
9780792385219: Fuzzy Models and Algorithms for Pattern Recognition and Image Processing: 4

Sinossi

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.

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Contenuti

Pattern Recognition.- Cluster Analysis for Object Data.- Cluster Analysis for Relational Data.- Classifier Design.- Image Processing and Computer Vision.

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Altre edizioni note dello stesso titolo

9780387245157: Fuzzy Models and Algorithms for Pattern Recognition and Image Processing: 4

Edizione in evidenza

ISBN 10:  0387245154 ISBN 13:  9780387245157
Casa editrice: Springer, 2005
Brossura