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CVPR
2009
IEEE
16 years 11 months ago
Image Registration by Minimization of Residual Complexity
Accurate denition of similarity measure is a key component in image registration. Most commonly used intensitybased similarity measures rely on the assumptions of independence ...
Andriy Myronenko, Xubo B. Song
ICCV
2009
IEEE
1957views Computer Vision» more  ICCV 2009»
16 years 9 months ago
Robust Visual Tracking using L1 Minimization
In this paper we propose a robust visual tracking method by casting tracking as a sparse approximation problem in a particle filter framework. In this framework, occlusion, corru...
Xue Mei, Haibin Ling
110
Voted
CVPR
2007
IEEE
16 years 6 months ago
Resolving the Generalized Bas-Relief Ambiguity by Entropy Minimization
It is well known in the photometric stereo literature that uncalibrated photometric stereo, where light source strength and direction are unknown, can recover the surface geometry...
Neil G. Alldrin, Satya P. Mallick, David J. Kriegm...
119
Voted
ICCV
2005
IEEE
16 years 6 months ago
Globally Optimal Solutions for Energy Minimization in Stereo Vision Using Reweighted Belief Propagation
A wide range of low level vision problems have been formulated in terms of finding the most probable assignment of a Markov Random Field (or equivalently the lowest energy configu...
Talya Meltzer, Chen Yanover, Yair Weiss
FOCS
2008
IEEE
15 years 11 months ago
Hardness of Minimizing and Learning DNF Expressions
We study the problem of finding the minimum size DNF formula for a function f : {0, 1}d → {0, 1} given its truth table. We show that unless NP ⊆ DTIME(npoly(log n) ), there i...
Subhash Khot, Rishi Saket