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» Fast bayesian compressive sensing using Laplace priors
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INTERSPEECH
2010
12 years 11 months ago
Towards a robust face recognition system using compressive sensing
An application of compressive sensing (CS) theory in imagebased robust face recognition is considered. Most contemporary face recognition systems suffer from limited abilities to ...
Allen Y. Yang, Zihan Zhou, Yi Ma, Shankar Sastry
IPSN
2009
Springer
13 years 11 months ago
Near-optimal Bayesian localization via incoherence and sparsity
This paper exploits recent developments in sparse approximation and compressive sensing to efficiently perform localization in a sensor network. We introduce a Bayesian framework...
Volkan Cevher, Petros Boufounos, Richard G. Barani...
CVPR
2011
IEEE
13 years 29 days ago
P2C2: Programmable Pixel Compressive Camera for High Speed Imaging.
We describe an imaging architecture for compressive video sensing termed programmable pixel compressive camera (P2C2). P2C2 allows us to capture fast phenomena at frame rates high...
Dikpal Reddy, Ashok Veeraraghavan