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Volume & Issue no: Volume 4, Issue 4, July - August 2015

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Title:
PERFORMANCE EVALUATION OF IMPROVED IMAGE SEGMENTATION USING FUZZY BASED MODIFIED MEAN SHIFT AND MST
Author Name:
Sandeep Kaur, Shikha Chawla
Abstract:
The quantity of segmentation is serious in supreme errands challenging image analysis. The attainment or disappointment of the assignment is often a straight implication of the attainment or else disappointment of division. However, a dependable besides exact division of an image remains definite hard to achieve through decorously instinctive properties. Segmentation is generally the major stage in some determination to inspect an image regularly. All segmentation methods consume its particular aids and confines. No method is finest for all kind of images, certain methods are finest appropriate aimed at low concentration images, certain remain finest aimed at composite contextual images. The modified mean shift and minimum spanning tree based segmentation agonizes since numerous issues. Specifically this method is not well appropriate for composite contextual images. Consequently in directive toward decrease this subject, this paper has focused on unsupervised object based image segmentation, using a fuzzy based modified mean shift (MS) and a minimum spanning tree (MST) based clustering method of remotely sensed satellite images and at last performance is evaluated using various parameters. Keywords: Image segmentation, PSNR, MSE, Accuracy, Efficiency
Cite this article:
Sandeep Kaur, Shikha Chawla , " PERFORMANCE EVALUATION OF IMPROVED IMAGE SEGMENTATION USING FUZZY BASED MODIFIED MEAN SHIFT AND MST" , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) , Volume 4, Issue 4, July - August 2015 , pp. 085-090 , ISSN 2278-6856.
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International Journal of Emerging Trends & Technology in Computer Science (IJETTCS)
ISSN 2278-6856
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