UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 2 Issue 6
May-2015
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1506012


Registration ID:
150598

Page Number

1746-1748

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Title

Performance Evaluation of Image Segmentation Using Clustering

Abstract

Segmentation of satellite images is an important issue in various applications. Though clustering techniques have been in vogue for many years, they have not been too effective because of several problems such as selection of the number of clusters. This proposed work tackles this problem by having a validity measure coupled with the new clustering technique. This method treats each point in the data set, which is the map of all possible color combinations in the given image, as a potential cluster center and estimates its potential with respect to the other data elements. The point with the maximum value of potential is considered to be a cluster center and then its effect is removed from the other points of the data set. This procedure is repeated to determine the different cluster centers. At the same time we compute the compactness and the minimum separation among all the cluster centers, also the validity function as the ratio of these quantities. The validity function can be used in making a choice of the number of clusters. This technique has been compared to the Fuzzy C-means technique and the results have been shown for a sample color image of satellite data.

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"Performance Evaluation of Image Segmentation Using Clustering", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.2, Issue 6, page no.1746-1748, June-2015, Available :http://www.jetir.org/papers/JETIR1506012.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Performance Evaluation of Image Segmentation Using Clustering", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 6, page no. pp1746-1748, June-2015, Available at : http://www.jetir.org/papers/JETIR1506012.pdf

Publication Details

Published Paper ID: JETIR1506012
Registration ID: 150598
Published In: Volume 2 | Issue 6 | Year May-2015
DOI (Digital Object Identifier):
Page No: 1746-1748
Country: palanpur, gujarat, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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