392 search results - page 1 / 79 » Random Walks for Image Segmentation |
DAGM
2009
Springer
14 years 5 months ago
2009
Springer
The purpose of image segmentation is to partition the pixel grid of an image into connected components termed segments such that (i) each segment is homogenous and (ii) for any pai...
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Connectedness of random walk segmentation is examined, and novel properties are discovered, by considering electrical circuits equivalent to random walks. A theoretical analysis sh...
ECCV
2008
Springer
15 years 3 months ago
2008
Springer
We consider the problem of multi-label, supervised image segmentation when an initial labeling of some pixels is given. In this paper, we propose a new generative image segmentatio...
MICCAI
2005
Springer
14 years 11 months ago
2005
Springer
A new approach to interactive segmentation based on random walks was recently introduced that shows promise for allowing physicians more flexibility to segment arbitrary objects in...
PAMI
2006
13 years 10 months ago
2006
Abstract-- A novel method is proposed for performing multilabel, interactive image segmentation. Given a small number of pixels with user-defined (or pre-defined) labels, one can a...