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Kniha Hybrid Soft Computing for Image Segmentation SIDDH BHATTACHARYYA

Hybrid Soft Computing for Image Segmentation

Autor: SIDDH BHATTACHARYYA
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer International Publishing AG
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
2 286 Kč
This book proposes soft computing techniques for segmenting real-life images in applications such as...

Informace o knize

Autor
SIDDH BHATTACHARYYA
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2018
Stránek
321
EAN
9783319836843
ISBN
9783319836843
Enbook ID
19784955
Vydavatel
Springer International Publishing AG
Hmotnost
5153
Rozměry
155 x 235 x 19

Kompletní 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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