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Książka Hybrid Soft Computing for Image Segmentation SIDDH BHATTACHARYYA

Hybrid Soft Computing for Image Segmentation

Autor: SIDDH BHATTACHARYYA
Język: Angielski
Oprawa: Miękka
Wydawca: Springer International Publishing AG
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
472.40 zł
This book proposes soft computing techniques for segmenting real-life images in applications such as...

Informacje o książce

Autor
SIDDH BHATTACHARYYA
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2018
strony
321
EAN
9783319836843
ISBN
9783319836843
Enbook ID
19784955
Wydawca
Springer International Publishing AG
Waga
5153
Wymiary
155 x 235 x 19

Pełny opis

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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