DocumentCode
2055328
Title
Survey on image segmentation via clustering
Author
Saraswathi, S. ; Allirani, A.
Author_Institution
Mahendra Eng. Coll., Salem, India
fYear
2013
fDate
21-22 Feb. 2013
Firstpage
331
Lastpage
335
Abstract
This paper is a survey to achieve image segmentation by using different clustering techniques. The goal of image segmentation is to cluster pixels into salient image regions such as individual surfaces, objects, natural parts of objects. Clustering technique can be used for image segmentation. Clustering in image segmentation is the process of identifying groups of related images. To achieve the superpixel formation, many clustering techniques can be classified. The purpose of using clustering technique is to get proper result with high efficiency effective storage image.
Keywords
image segmentation; pattern clustering; clustering techniques; effective storage image; image segmentation; pixel clustering; salient image regions; superpixel formation; Classification algorithms; Clustering algorithms; Computer vision; Digital images; Image edge detection; Image segmentation; Boundary approach; Clustering; Fuzzy clustering; Hierarchical; Image segmentation; K-means clustering; Partitional clustering; Region approach; Relevance feedback; Superpixel; Supervised clustering; Unsupervised clustering;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Communication and Embedded Systems (ICICES), 2013 International Conference on
Conference_Location
Chennai
Print_ISBN
978-1-4673-5786-9
Type
conf
DOI
10.1109/ICICES.2013.6508376
Filename
6508376
Link To Document