Fuzzy Models and Algorithms for Pattern Recognition an...

Product Description

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.
Product Details

* Amazon Sales Rank: #523097 in Books
* Published on: 2005-03-25
* Original language: English
* Number of items: 1
* Binding: Paperback
* 776 pages

Customer Reviews

The Bible for Clustering5
This book is one of the best I have seen that completely covers clustering, and so many important applications of it to a wide variety of fields. The book is authored by some of the best researchers in the fields of fuzzy systems, pattern recognition and computational intelligence, so the text is complete, concise, and heavily informative.

clustering algorithms overview and application to patterns5
This is the first comprehensive review of clustering algorithms with enough detail to implement and apply them that I have found. It is readable for an upper level undergrad, and is a superb reference on the mixing of fuzzy methods, clustering, and visual pattern recognition. The notation and pseudocode are very clear, and the authors tell you the practicalities of the advantages and problems with the various methods. I have written code for artificial intelligence, clustering, image processing and fuzzy. This puts it all together and would have saved me months. Bezdek is a guru on this stuff and has an incredibly clear view of his subjects.

Fuzzy Image Processing1
Fuzzy Image processing in MTV'