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Fuzzy Logic for Image Processing

A Gentle Introduction Using Java

  • Laura Caponetti
  • Giovanna Castellano

Part of the SpringerBriefs in Electrical and Computer Engineering book series (BRIEFSELECTRIC)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Fundamentals of Fuzzy Image Processing

    1. Front Matter
      Pages 1-1
    2. Laura Caponetti, Giovanna Castellano
      Pages 3-13
    3. Laura Caponetti, Giovanna Castellano
      Pages 15-37
    4. Laura Caponetti, Giovanna Castellano
      Pages 39-52
    5. Laura Caponetti, Giovanna Castellano
      Pages 53-63
    6. Laura Caponetti, Giovanna Castellano
      Pages 65-81
  3. Application to Image Processing

    1. Front Matter
      Pages 83-83
    2. Laura Caponetti, Giovanna Castellano
      Pages 85-91
    3. Laura Caponetti, Giovanna Castellano
      Pages 93-105
    4. Laura Caponetti, Giovanna Castellano
      Pages 107-119
    5. Laura Caponetti, Giovanna Castellano
      Pages 121-132
  4. Back Matter
    Pages 133-138

About this book

Introduction

This book provides an introduction to fuzzy logic approaches useful in image processing. The authors start by introducing image processing tasks of low and medium level such as thresholding, enhancement, edge detection, morphological filters, and segmentation and shows how fuzzy logic approaches apply. The book is divided into two parts. The first includes vagueness and ambiguity in digital images, fuzzy image processing, fuzzy rule based systems, and fuzzy clustering. The second part includes applications to image processing, image thresholding, color contrast enhancement, edge detection, morphological analysis, and image segmentation. Throughout, they describe image processing algorithms based on fuzzy logic under methodological aspects in addition to applicative aspects. Implementations in java are provided for the various applications.

Keywords

Fuzzy algorithms Fuzzy logic in image processing Image processing Image processing algorithms based on fuzzy logic Java programming for image processing Pattern recognition

Authors and affiliations

  • Laura Caponetti
    • 1
  • Giovanna Castellano
    • 2
  1. 1.University of BariBariItaly
  2. 2.Dipartmento di InformaticaUniversita degli Studi de Bari Dipartmento di InformaticaBariItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-44130-6
  • Copyright Information The Author(s) 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-44128-3
  • Online ISBN 978-3-319-44130-6
  • Series Print ISSN 2191-8112
  • Series Online ISSN 2191-8120
  • Buy this book on publisher's site
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