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Hybrid Soft Computing for Image Segmentation


Hybrid Soft Computing for Image Segmentation, Springer International Publishing: Springer International Publishing, 2016 (monografija)


Naslov
Hybrid Soft Computing for Image Segmentation

Urednik/ci
Bhattacharyya, S ; Dutta, P ; De, S ; Klepac, Goran

Vrsta, podvrsta i kategorija knjige
Uredničke knjige, monografija, znanstvena

Izdavač
Springer International Publishing

Grad
Springer International Publishing

Godina
2016

Stranica
321

ISBN
978-3-319-47223-2

Ključne riječi
Hybrid Soft Computing , Image Segmentation

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. 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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Ustanove
Visoko učilište Algebra, Zagreb

Profili:

Avatar Url Goran Klepac (urednik)

Citiraj ovu publikaciju

Hybrid Soft Computing for Image Segmentation, Springer International Publishing: Springer International Publishing, 2016 (monografija)
Bhattacharyya, S., Dutta, P., De, S. & Klepac, G. (ur.) (2016) Hybrid Soft Computing for Image Segmentation. Springer International Publishing, Springer International Publishing.
@book{book, year = {2016}, pages = {321}, keywords = {Hybrid Soft Computing , Image Segmentation}, isbn = {978-3-319-47223-2}, title = {Hybrid Soft Computing for Image Segmentation}, keyword = {Hybrid Soft Computing , Image Segmentation}, publisher = {Springer International Publishing}, publisherplace = {Springer International Publishing} }