23 search results - page 1 / 5 » Denoising and Untangling Graphs Using Degree Priors |
NIPS
2003
13 years 6 months ago
2003
This paper addresses the problem of untangling hidden graphs from a set of noisy detections of undirected edges. We present a model of the generation of the observed graph that in...
ICONIP
2009
13 years 3 months ago
2009
ICMLA
2009
13 years 3 months ago
2009
We describe a generative model for graph edges under specific degree distributions which admits an exact and efficient inference method for recovering the most likely structure. T...
ICPR
2008
IEEE
14 years 6 months ago
2008
IEEE
In this paper we propose a novel prior-based variational object segmentation method in a global minimization framework which unifies image segmentation and image denoising. The id...
PAMI
2008
13 years 5 months ago
2008
Among the most exciting advances in early vision has been the development of efficient energy minimization algorithms for pixel-labeling tasks such as depth or texture computation....