1391 search results - page 63 / 279 » Optimally Sparse Frames |
106
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JMLR
2012
13 years 2 months ago
2012
We study sparse principal components analysis in the high-dimensional setting, where p (the number of variables) can be much larger than n (the number of observations). We prove o...
126
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EUROSSC
2006
Springer
15 years 3 months ago
2006
Springer
Abstract. This paper presents a surveillance system for tracking multiple people through a wide area with sparsely distributed cameras. The computational core of the system is an a...
122
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TMM
2010
14 years 6 months ago
2010
In this paper, we present an optimization framework for transmitting high quality audio sequences over error-prone wireless links. Our framework introduces apparatus and technique ...
100
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TSP
2008
14 years 11 months ago
2008
Sparse signal representations and approximations from overcomplete dictionaries have become an invaluable tool recently. In this paper, we develop a new, heuristic, graph-structure...
103
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ICASSP
2011
IEEE
14 years 3 months ago
2011
IEEE
Consider the decomposition of a signal into features that undergo transformations drawn from a continuous family. Current methods discretely sample the transformations and apply s...