Hybrid Soft Computing for Image Segmentation

Siddhartha Bhattacharyya (u. a.)

ISBN 10: 3319836846 / ISBN 13: 9783319836843

Published by Springer Nature Switzerland, 2018

About this Item

Hybrid Soft Computing for Image Segmentation | Siddhartha Bhattacharyya (u. a.) | Taschenbuch | xvi | Englisch | 2018 | Springer Nature Switzerland | EAN 9783319836843 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Seller Inventory # 114238085

Bibliographic Details

• Title: Hybrid Soft Computing for Image Segmentation
• Publisher: Springer Nature Switzerland
• Publication Date: 2018
• Language: English
• ISBN 10: 3319836846
• ISBN 13: 9783319836843
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 19D millimeters 235 millimeters width by 155 millimeters height by 19 millimeters depth
• Weight: 517 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

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.