Articoli correlati a Hybrid Soft Computing for Image Segmentation

Hybrid Soft Computing for Image Segmentation - Rilegato

Bhattacharyya, Siddhartha; Dutta, Paramartha; De, Sourav; Klepac, Goran

 
9783319472225: Hybrid Soft Computing for Image Segmentation
Rilegato
ISBN 10: 3319472224 ISBN 13: 9783319472225
Casa editrice: Springer-Verlag New York Inc, 2016

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer-Verlag New York Inc
Data di pubblicazione
2016
Lingua
Inglese
ISBN 10 
3319472224
ISBN 13 
9783319472225
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
340
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