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1793views
10 years 6 months ago
Connectedness of Random Walk Segmentation
Connectedness of random walk segmentation is examined, and novel properties are discovered, by considering electrical circuits equivalent to random walks. A theoretical analysis sh...
PAMI
2011
10 years 6 months ago
Connectedness of Random Walk Segmentation
Connectedness of random walk segmentation is examined, and novel properties are discovered, by considering electrical circuits equivalent to random walks. A theoretical analysis s...
Ming-Ming Cheng, Guo-Xin Zhang
PAMI
2011
10 years 6 months ago
Connectedness of Random Walk Segmentation
Connectedness of random walk segmentation is examined, and novel properties are discovered, by considering electrical circuits equivalent to random walks. A theoretical analysis sh...
Ming-Ming Cheng, Guo-Xin Zhang
SIAMIS
2010
378views more  SIAMIS 2010»
10 years 6 months ago
Global Interactions in Random Field Models: A Potential Function Ensuring Connectedness
Markov random field (MRF) models, including conditional random field models, are popular in computer vision. However, in order to be computationally tractable, they are limited to ...
Sebastian Nowozin, Christoph H. Lampert
DAGM
2009
Springer
11 years 6 months ago
Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times
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...
Björn Andres, Ullrich Köthe, Andreea Bon...
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