Improved fuzzy clustering algorithm with non-local information for image segmentation

Fuzzy C-means(FCM) has been adopted to perform image segmentation due to its simplicity and efficiency. Nevertheless it is sensitive to noise and other image artifacts because of not considering spatial information. Up to now, a series of improved FCM algorithms have been proposed, including fuzzy l...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	Multimedia tools and applications Ročník 76; číslo 6; s. 7869 - 7895
Hlavní autoři:	Zhang, Xiaofeng, Sun, Yujuan, Wang, Gang, Guo, Qiang, Zhang, Caiming, Chen, Beijing
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.03.2017 Springer Nature B.V
Témata:	Algorithms Clustering Computer Communication Networks Computer Science Damping Data Structures and Information Theory Image segmentation Multimedia Information Systems Noise Noise control Noise sensitivity Performance enhancement Pixels Spatial data Special Purpose and Application-Based Systems Non-local information Image segmentation Fuzzy clustering FLICM Pixel relevance
ISSN:	1380-7501, 1573-7721
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!