289 citations · 1.2k across the 72 of their papers we have counts for
3 papers · 2 filters
Performance Bounds for Expander-based Compressed Sensing in the presence of Poisson Noise
Sina Jafarpour, Rebecca Willett, Maxim Raginsky +1
This paper provides performance bounds for compressed sensing in the presence of Poisson noise using expander graphs. The Poisson noise model is appropriate for a variety of applic…
Compressed sensing performance bounds under Poisson noise
Maxim Raginsky, Rebecca M. Willett, Zachary T. Harmany +1
This paper describes performance bounds for compressed sensing (CS) where the underlying sparse or compressible (sparsely approximable) signal is a vector of nonnegative intensitie…
Performance bounds on compressed sensing with Poisson noise
Rebecca M. Willett, Maxim Raginsky
This paper describes performance bounds for compressed sensing in the presence of Poisson noise when the underlying signal, a vector of Poisson intensities, is sparse or compressib…