Hybrid Soft Computing for Image Segmentation

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Highlights

ISBN13:9783319472225
ISBN10:3319472224
Publisher:Springer
Language:English
Binding:Hardback
SUPC: SDL924450444

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Country of Origin or Manufacture or Assembly	India
Common or Generic Name of the commodity	Artificial Intelligence Books
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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.

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