SAR Image Autofocusing using Wirtinger calculus and Cauchy regularization [article]

Zi-Yao Zhang, Odysseas Pappas, Alin Achim
2020 arXiv   pre-print
In this paper, an optimization model using Cauchy regularization is proposed for simultaneous SAR image reconstruction and autofocusing. A coordinate descent framework in which the desired image and the phase errors are optimized alternatively is designed to solve the model. For the subproblem of estimating the image, we utilize the techniques of Wirtinger calculus to directly minimize the cost function which involves complex variables. We also utilise a state-of-the-art, sparsity-enforcing
more » ... hy regularizer. The proposed method is demonstrated to give impressive autofocusing results by conducting experiments on both simulated scene and real SAR image.
arXiv:2012.09772v1 fatcat:zs2buhrerbcsvgxcoszysbjtbu