Quasi-Maximum Likelihood Blind Deconvolution of Images Acquired Through Scattering Media

We address the problem of restoration of images obtained through a scattering medium. We present an efficient quasimaximum likelihood blind deconvolution approach based on the fast relative Newton algorithm and optimal distributionshaping approach (sparsification), which allows to use simple and convenient sparsity prior for a wide class of images. Simulation results prove the efficiency of the proposed method.

• Type: Conference
• Year: 2004
• Where: ISBI
• Authors: Michael M. Bronstein, Alexander M. Bronstein, Yehoshua Y. Zeevi, Michael Zibulevsky
• Keywords: Blind Deconvolution Approach, ISBI 2004, Medical Imaging, Optimal Distributionshaping Approach