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Könyv Hybrid Soft Computing for Image Segmentation SIDDH BHATTACHARYYA

Hybrid Soft Computing for Image Segmentation

Szerző: SIDDH BHATTACHARYYA
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
38 542 Ft
This book proposes soft computing techniques for segmenting real-life images in applications such as...

Információk a könyvről

Szerző
SIDDH BHATTACHARYYA
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2018
oldal
321
EAN
9783319836843
ISBN
9783319836843
Enbook ID
19784955
Kiadó
Springer International Publishing AG
Súly
5153
Méretek
155 x 235 x 19

Teljes leírás

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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