Sciweavers

Free Online Productivity Tools i2Speak i2Symbol i2OCR iTex2Img iWeb2Print iWeb2Shot i2Type iPdf2Split iPdf2Merge i2Bopomofo i2Arabic i2Style i2Image i2PDF iLatex2Rtf Sci2ools

32

ISBI
2008
IEEE

favoriteEmaildiscussreport

150views Medical Imaging» more ISBI 2008»

Level set segmentation of dermoscopy images

14 years 11 months ago

Level set segmentation of dermoscopy images

Download welcome.isr.ist.utl.pt

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

Real-time Traffic

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

claim paper

Related Content

» Spatially constrained segmentation of dermoscopy images

» ShapeBased Level Set Method for Image Segmentation

» A Modification of the Level Set Speed Function to Bridge Gaps in Data

» Noisy Image Segmentation Based on a Level Set Evolution

» Interactive Image Segmentation Using Level Sets and DempsterShafer Theory of Evidence

» Embedding a Region Merging Prior in Level Set VectorValued Image Segmentation

» A Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model

» A Novel MultiLayer Level Set Method for Image Segmentation

» Effective Level Set Image Segmentation With a Kernel Induced Data Term

Post Info
More Details (n/a)

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

Comments (0)