Deepak Garg

Performance bounds for Poisson compressed sensing using Variance Stabilization Transforms

The analysis of reconstruction errors for compressed sensing under Poisson noise is challenging due to the signal dependent nature of the noise, and also because the Poisson negative log-likelihood is not a metric. In this paper, we present error bounds for reconstruction of signals which are sparse…