Hybrid Soft Computing for Image Segmentation

Autor: SIDDH BHATTACHARYYA

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

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This book proposes soft computing techniques for segmenting real-life images in applications such as...

Informácie o knihe

Autor

SIDDH BHATTACHARYYA

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2018

Stránok

321

EAN

9783319836843

ISBN

9783319836843

Enbook ID

19784955

Vydavateľ

Springer International Publishing AG

Hmotnosť

5153

Rozmery

155 x 235 x 19

Kompletný popis

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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