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169
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
When seeking a sparse representation of a signal on a redundant basis, one might want to convey available a priori information on the observations to the optimization criterion. I...
212
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
The construction of low-dimensional models explaining highdimensional signal observations provides concise and efficient data representations. In this paper, we focus on pattern ...
124
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
This paper describes the detection of rust defects on highway steel bridges, which are one of the most commonly observed defects on coating surfaces and thus have to be taken care...
185
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AAAI
2012
13 years 9 months ago
2012
Many signals of interest are corrupted by faults of an unknown type. We propose an approach that uses Gaussian processes and a general “fault bucket” to capture a priori uncha...
164
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WDAG
2009
Springer
15 years 11 months ago
2009
Springer
This paper defines the basic notions of local and non-local tasks, and determines the minimum information about failures that is necessary to solve any non-local task in message-p...