Variational Semi-blind Sparse Deconvolution with Orthogonal Kernel Bases and its Application to MRFM

Se Un Park, Nicolas Dobigeon, Alfred O. Hero

We present a variational Bayesian method of joint image reconstruction and point spread function (PSF) estimation when the PSF of the imaging device is only partially known. To sol…