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» Local Context Sparse Coding
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TSP
2010
13 years 3 months ago
Distributed sparse linear regression
The Lasso is a popular technique for joint estimation and continuous variable selection, especially well-suited for sparse and possibly under-determined linear regression problems....
Gonzalo Mateos, Juan Andrés Bazerque, Georg...
CVPR
2012
IEEE
11 years 11 months ago
Locality-constrained and spatially regularized coding for scene categorization
Improving coding and spatial pooling for bag-of-words based feature design have gained a lot of attention in recent works addressing object recognition and scene classification. ...
Aymen Shabou, Hervé Le Borgne
KBSE
2007
IEEE
14 years 2 months ago
CodeGenie: using test-cases to search and reuse source code
We present CodeGenie, a tool that implements a test-driven approach to search and reuse of code available on large-scale code repositories. While using CodeGenie developers design...
Otávio Augusto Lazzarini Lemos, Sushil Kris...
CVPR
2005
IEEE
14 years 10 months ago
Multiple Collaborative Kernel Tracking
Those motion parameters that cannot be recovered from image measurements are unobservable in the visual dynamic system. This paper studies this important issue of singularity in th...
Zhimin Fan, Ying Wu, Ming Yang
ICASSP
2008
IEEE
14 years 3 months ago
Time-frequency localization from sparsity constraints
In the case of multicomponent AM-FM signals, the idealized representation which consists of weighted trajectories on the time-frequency (TF) plane, is intrinsically sparse. Recent...
Pierre Borgnat, Patrick Flandrin