Information-Theoretic Compressive Measurement Design
An information-theoretic projection design framework is proposed, of interest for feature design and compressive measurements. Both Gaussian and Poisson measurement models are considered. The gradient of a proposed information-theoretic metric (ITM) is derived, and a gradient-descent algorithm is ap...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 6 vom: 17. Juni, Seite 1150-1164
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| 1. Verfasser: |
Wang, Liming
(VerfasserIn) |
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| Weitere Verfasser: |
Chen, Minhua,
Rodrigues, Miguel,
Wilcox, David,
Calderbank, Robert,
Carin, Lawrence |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2017
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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