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10

ISBI
2008
IEEE

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Level set segmentation of dermoscopy images

14 years 5 months ago

Level set segmentation of dermoscopy images

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This paper presents a method for the segmentation of skin lesions in dermoscopy images. The proposed technique uses region based level sets and adopts a mixture of Gaussian densities as the probabilistic model for both the lesion and the skin regions. The Estimation-Maximization (EM) algorithm is used to estimate the probability density functions in each region. Experimental results which demonstrate the effectiveness of the proposed technique are presented.

Margarida Silveira, Jorge S. Marques

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ISBI 2008 | Medical Imaging | Probability Density Functions | Skin Lesions | Technique Uses Region |

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Added	20 Nov 2009
Updated	20 Nov 2009
Type	Conference
Year	2008
Where	ISBI
Authors	Margarida Silveira, Jorge S. Marques

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