Fuzzy Models and Algorithms for Pattern Recognition and Image Processing

By: James C. Bezdek, James Keller, Raghu Krisnapuram

Write A Review

Paperback | 25 March 2005

At a Glance

Paperback
796 Pages

Dimensions(cm)
22.86 x 14.61 x 3.81

Paperback

$489.01

or 4 interest-free payments of $122.25 with

or

Ships in 5 to 7 business days

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.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

More in Artificial Intelligence

AI for Business

A Guide to AI Adoption

Paperback

RRP $49.99

$40.75

18%
OFF

Nexus

A Brief History of Information Networks from the Stone Age to AI

Paperback

RRP $29.99

$23.99

20%
OFF

If Anyone Builds It, Everyone Dies

The Case Against Superintelligent AI

Paperback

RRP $36.99

$29.75

20%
OFF

The New Age of Sexism

How the AI Revolution is Reinventing Misogyny

Paperback

RRP $36.99

$29.75

20%
OFF

The AI Con

How To Fight Big Tech's Hype and Create the Future We Want

Paperback

RRP $36.99

$29.75

20%
OFF

Hands-On Machine Learning with Scikit-Learn and PyTorch : Concepts, Tools, and Techniques to Build Intelligent Systems - Aurelien Geron

$44.75

23%
OFF

Machine Learning For Dummies

For Dummies (Computer/Tech)

Paperback

RRP $57.95

$44.75

23%
OFF

New Beginnings

why change is so difficult and how to achieve it

Paperback

RRP $32.99

$26.99

18%
OFF

The Tech Coup

How to Save Democracy from Silicon Valley

Paperback

RRP $29.99

$26.75

11%
OFF

The Coming Wave

AI, Power and the 21st Century's Greatest Dilemma

Paperback

RRP $26.99

$22.99

15%
OFF

The Singularity is Nearer

When We Merge with AI

Paperback

RRP $26.99

$22.99

15%
OFF

Genesis

Artificial Intelligence, Hope, and the Human Spirit

Paperback

RRP $24.99

$21.75

13%
OFF

The Shortest History of AI

Paperback

RRP $27.99

$22.75

19%
OFF

Artificial Intelligence

A Modern Approach, 4th Global Edition

Paperback

RRP $132.25

$99.75

25%
OFF

The Next Renaissance : AI and the Expansion of Human Potential - Zack Kass

$53.99

17%
OFF

Falter : Has the Human Game Begun to Play Itself Out? - Bill McKibben

$22.99

15%
OFF

The ChatGPT Revolution

2nd Edition - Get Curious, Get Productive and Get Creative with AI

Paperback

RRP $29.95

$24.99

17%
OFF

Series Foreword
Preface
Pattern Recognition	p. 1
Fuzzy models for pattern recognition	p. 1
Why fuzzy pattern recognition?	p. 7
Overview of the volume	p. 8
Cluster Analysis for Object Data	p. 11
Cluster analysis	p. 11
Batch point-prototype clustering models	p. 14
Non point-prototype clustering models	p. 39
Cluster Validity	p. 87
Feature Analysis	p. 121
Cluster Analysis for Relational Data	p. 137
Relational Data	p. 137
Object Data to Relational Data	p. 146
Hierarchical Methods	p. 149
Clustering by decomposition of fuzzy relations	p. 153
Relational clustering with objective functions	p. 158
Cluster validity for relational models	p. 178
Classifier Design	p. 183
Classifier design for object data	p. 183
Prototype classifiers	p. 190
Methods of prototype generation	p. 201
Nearest neighbor classifiers	p. 241
The Fuzzy Integral	p. 253
Fuzzy Rule-Based Classifiers	p. 268
Neural-like architectures for classification	p. 370
Adaptive resonance models	p. 413
Fusion techniques	p. 442
Syntactic pattern recognition	p. 491
Image Processing and Computer Vision	p. 547
Introduction	p. 547
Image Enhancement	p. 550
Edge Detection and Edge-Enhancement	p. 562
Edge Linking	p. 572
Segmentation	p. 579
Boundary Description and Surface Approximation	p. 601
Representation of Image Objects as Fuzzy Regions	p. 624
Spatial Relations	p. 639
Perceptual Grouping	p. 651
High-Level Vision	p. 658
References cited in the text	p. 681
References not cited in the text	p. 743
App. 1 Acronyms and abbreviations	p. 753
The Iris Data: Table I, Fisher (1936)	p. 759
Table of Contents provided by Blackwell. All Rights Reserved.

Fuzzy Models and Algorithms for Pattern Recognition and Image Processing

At a Glance

Paperback

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Artificial Intelligence

AI for Business

A Guide to AI Adoption

Nexus

A Brief History of Information Networks from the Stone Age to AI

If Anyone Builds It, Everyone Dies

The Case Against Superintelligent AI

The New Age of Sexism

How the AI Revolution is Reinventing Misogyny

The AI Con

How To Fight Big Tech's Hype and Create the Future We Want

Hands-On Machine Learning with Scikit-Learn and PyTorch

Concepts, Tools, and Techniques to Build Intelligent Systems

Creative Machines

AI, Art & Us

Machine Learning For Dummies

For Dummies (Computer/Tech)

New Beginnings

why change is so difficult and how to achieve it

The Tech Coup

How to Save Democracy from Silicon Valley

The Coming Wave

AI, Power and the 21st Century's Greatest Dilemma

The Singularity is Nearer

When We Merge with AI

Genesis

Artificial Intelligence, Hope, and the Human Spirit

The Shortest History of AI

Artificial Intelligence

A Modern Approach, 4th Global Edition

The Next Renaissance

AI and the Expansion of Human Potential

Python Workout, Second Edition

200 ten-minute exercises

The AI Marketing Canvas, Second Edition

A Five-Step AI Plan for Marketers

Falter

Has the Human Game Begun to Play Itself Out?

Life 3.0

Being Human in the Age of Artificial Intelligence

The ChatGPT Revolution

2nd Edition - Get Curious, Get Productive and Get Creative with AI

Principles of Computational Neuroscience

Handbook of Reinforcement Learning

Expert Systems

Principles and Applications

This product is categorised by