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Hybrid Soft Computing for Image Segmentation

Hybrid Soft Computing for Image Segmentation

by Sourav DeGoran Klepac Siddhartha Bhattacharyya and others
Hardback
Publication Date: 05/02/2017

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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.
ISBN:
9783319472225
9783319472225
Category:
Computer vision
Format:
Hardback
Publication Date:
05-02-2017
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Pages:
321
Dimensions (mm):
235x155x21mm
Weight:
6.33kg

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