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Hybrid Soft Computing for Image Segmentation

  • Siddhartha Bhattacharyya
  • Paramartha Dutta
  • Sourav De
  • Goran Klepac

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Mohamed Abd El Aziz, Ahmed A. Ewees, Aboul Ella Hassanien
    Pages 1-21
  3. Pramit Ghosh, Ratnadeep Dey, Kaushiki Roy, Debotosh Bhattacharjee, Mita Nashipuri
    Pages 109-136
  4. Eva Vidal-Fernández, Jesús M. Almendros-Jiménez, José A. Piedra, Manuel Cantón
    Pages 137-162
  5. Anderson Santos, Jônatas Paiva, Claudio Toledo, Helio Pedrini
    Pages 185-207
  6. Deepthi P. Hudedagaddi, B. K. Tripathy
    Pages 209-227
  7. Fernando Cervantes-Sanchez, Ivan Cruz-Aceves, Arturo Hernandez-Aguirre
    Pages 229-253
  8. Sourav Pramanik, Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri
    Pages 255-289
  9. Back Matter
    Pages 319-321

About this book

Introduction

This book proposes soft computing techniques for segmenting real-life images in applications such as image processing, image mining, video surveillance, and intelligent transportation systems. The book suggests hybrids deriving from three main approaches: fuzzy systems, primarily used for handling real-life problems that involve uncertainty; artificial neural networks, usually applied for machine cognition, learning, and recognition; and evolutionary computation, mainly used for search, exploration, efficient exploitation of contextual information, and optimization.

The contributed chapters discuss both the strengths and the weaknesses of the approaches, and the book will be valuable for researchers and graduate students in the domains of image processing and computational intelligence.

Keywords

Image Analysis Image Understanding Image Processing Image Segmentation Pattern Recognition Medical Image Analysis Hybrid Soft Computing

Editors and affiliations

  • Siddhartha Bhattacharyya
    • 1
  • Paramartha Dutta
    • 2
  • Sourav De
    • 3
  • Goran Klepac
    • 4
  1. 1.Department of Information TechnologyRCC Institute of Information TechnologyKolkataIndia
  2. 2.Department of Computer and System SciencesVisva-Bharati UniversitySantiniketanIndia
  3. 3.Department of Computer Science and EngineeringCooch Behar Govt. Engineering CollegeCooch BeharIndia
  4. 4.Department of Strategic DevelopmentRaiffeisenbank AustriaZagrebCroatia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-47223-2
  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-47222-5
  • Online ISBN 978-3-319-47223-2
  • Buy this book on publisher's site
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