1176 search results - page 80 / 236 » Sparse reward processes |
140
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Exemplar-based techniques, such as k-nearest neighbors (kNNs) and Sparse Representations (SRs), can be used to model a test sample from a few training points in a dictionary set. ...
130
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ICASSP
2010
IEEE
15 years 4 months ago
2010
IEEE
In this paper a novel approach for semi-supervised hyperspectral unmixing is presented. First, it is shown that this problem inherently accepts a sparse solution. Then, based on t...
144
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ICASSP
2010
IEEE
15 years 4 months ago
2010
IEEE
The tracking performance of adaptive filters is crucially important in practical applications involving time-varying systems. We present an analysis of the tracking performance f...
119
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
In this paper we present a novel approach to describe sound mixtures which is based on a geometric viewpoint. In this approach we extend the idea of a nearest-neighbor representat...
133
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
We present a new, block-based image codec based on sparse representations using a learned, structured dictionary called the IterationTuned and Aligned Dictionary (ITAD). The quest...