237 search results - page 1 / 48 » Non-Parametric Probabilistic Image Segmentation |
ICCV
2007
IEEE
14 years 6 months ago
2007
IEEE
We propose a simple probabilistic generative model for image segmentation. Like other probabilistic algorithms (such as EM on a Mixture of Gaussians) the proposed model is princip...
ICIP
2006
IEEE
14 years 5 months ago
2006
IEEE
Piecewise constant and piecewise smooth Mumford-Shah (MS) models have been widely studied and used for image segmentation. More complicated than piecewise constant MS, global Gaus...
BMVC
2001
13 years 6 months ago
2001
ICCV
2007
IEEE
14 years 6 months ago
2007
IEEE
We describe a novel variational segmentation algorithm designed to split an image in two regions based on their intensity distributions. A functional is proposed to integrate the ...
EGITALY
2006
13 years 5 months ago
2006
In this paper, a new segmentation approach for sets of 3D unorganized points is proposed. The method is based on a clustering procedure that separates the modes of a non-parametri...