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Hybrid Soft Computing for Image Segmentation

Softcover - 9783319836843
106,99 €
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Hardcover - 9783319472225
106,99 €

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Weitere Formate

Hardcover - 9783319472225
106,99 €

Beschreibung

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.

Details

Verlag Springer International Publishing
Ersterscheinung 29. Juni 2018
Maße 23.5 cm x 15.5 cm
Gewicht 517 Gramm
Format Softcover
ISBN-13 9783319836843
Auflage Softcover reprint of the original 1st ed. 2016
Seiten 321

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