A Gaussian Mixture Model-based clustering algorithm for image segmentation using dependable spatial constraints

In this paper, a Gaussian Mixture Model-based clustering algorithm using dependable spatial constraints is proposed for image segmentation. In order to enhance the segmentation performance, the proposed algortihm utilizes the consistence between the pixel and its local window to discriminate uncorru...

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Bibliographic Details

Published in:	2010 3rd International Congress on Image and Signal Processing Vol. 3; pp. 1268 - 1272
Main Authors:	Weiling Cai, Lei Lei, Ming Yang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.10.2010
Subjects:	Algorithm design and analysis Clustering algorithms clustering analysis Gaussian Mixture Model Image segmentation Noise Pixel Robustness Signal processing algorithms
ISBN:	1424465133, 9781424465132
Online Access:	Get full text
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