54 citations · 197 across the 23 of their papers we have counts for
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cs.CV2012★ 3 cited
Discrete Energy Minimization, beyond Submodularity: Applications and Approximations
Shai Bagon
In this thesis I explore challenging discrete energy minimization problems that arise mainly in the context of computer vision tasks. This work motivates the use of such "hard-to-o…
cs.CV2012★ 7 cited
A Multiscale Framework for Challenging Discrete Optimization
Shai Bagon, Meirav Galun
Current state-of-the-art discrete optimization methods struggle behind when it comes to challenging contrast-enhancing discrete energies (i.e., favoring different labels for neighb…
cs.CV2012★ 3 cited
A Unified Multiscale Framework for Discrete Energy Minimization
Shai Bagon, Meirav Galun
Discrete energy minimization is a ubiquitous task in computer vision, yet is NP-hard in most cases. In this work we propose a multiscale framework for coping with the NP-hardness o…