Pregled bibliografske jedinice broj: 997215
Hybrid Soft Computing for Image Segmentation
Hybrid Soft Computing for Image Segmentation / Bhattacharyya, Siddhartha ; Dutta, Paramartha Sourav De ; Klepac, Goran (ur.), 2016 (monografija)
CROSBI ID: 997215 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Hybrid Soft Computing for Image Segmentation
Urednik/ci
Bhattacharyya, Siddhartha ; Dutta, Paramartha Sourav De ; Klepac, Goran
Vrsta, podvrsta i kategorija knjige
Uredničke knjige, monografija, ostalo
Izdavač
Springer
Godina
2016
Stranica
321
ISBN
978-3-319-47222-5
Ključne riječi
fuzzy systems ; artificial neural networks ; evolutionary computation
Sažetak
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.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti
