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NIPS
2004
14 years 11 months ago
A Direct Formulation for Sparse PCA Using Semidefinite Programming
We examine the problem of approximating, in the Frobenius-norm sense, a positive, semidefinite symmetric matrix by a rank-one matrix, with an upper bound on the cardinality of its...
Alexandre d'Aspremont, Laurent El Ghaoui, Michael ...
86
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CRV
2004
IEEE
226views Robotics» more  CRV 2004»
15 years 1 months ago
Inter-Image Statistics for Scene Reconstruction
We present an approach for inferring complete depth maps from intensity images and sparse depth information. This paper developed prior work which incrementally completes a sparse...
Luz Abril Torres-Méndez, Gregory Dudek, Pau...
ISCOPE
1998
Springer
15 years 1 months ago
Object-Oriented Design for Sparse Direct Solvers
Florin Dobrian, Gary Kumfert, Alex Pothen
WACV
2012
IEEE
13 years 5 months ago
Online discriminative object tracking with local sparse representation
We propose an online algorithm based on local sparse representation for robust object tracking. Local image patches of a target object are represented by their sparse codes with a...
Qing Wang, Feng Chen, Wenli Xu, Ming-Hsuan Yang