4 search results - page 1 / 1 » Convex Multi-class Image Labeling by Simplex-Constrained Tot... |
SCALESPACE
2009
Springer
13 years 11 months ago
2009
Springer
Multi-class labeling is one of the core problems in image analysis. We show how this combinatorial problem can be approximately solved using tools from convex optimization. We sugg...
ICCV
2009
IEEE
14 years 9 months ago
2009
IEEE
We introduce a linearly weighted variant of the total
variation for vector fields in order to formulate regularizers
for multi-class labeling problems with non-trivial interclass...
ECCV
2010
Springer
13 years 5 months ago
2010
Springer
The saddle point framework provides a convenient way to formulate many convex variational problems that occur in computer vision. The framework unifies a broad range of data and re...
ICCV
2009
IEEE
14 years 9 months ago
2009
IEEE
In this paper, we address the problem of segmenting data defined on a manifold into a set of regions with uniform properties. In particular, we propose a numerical method when the ...