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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Vydané v:	2010 3rd International Congress on Image and Signal Processing Ročník 3; s. 1268 - 1272
Hlavní autori:	Weiling Cai, Lei Lei, Ming Yang
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.10.2010
Predmet:	Algorithm design and analysis Clustering algorithms clustering analysis Gaussian Mixture Model Image segmentation Noise Pixel Robustness Signal processing algorithms
ISBN:	1424465133, 9781424465132
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