Random Projections of Signal Manifolds

Random projections have recently found a surprising niche in signal processing. The key revelation is that the relevant structure in a signal can be preserved when that signal is projected onto a small number of random basis functions. Recent work has exploited this fact under the rubric of compress...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Wakin, M.B., Baraniuk, R.G.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Clouds Compressed sensing Computer science Encoding Image reconstruction Instruments Manifolds Nearest neighbor searches Nonlinear distortion Signal processing
Online-Zugang:	Volltext bestellen
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