Adaptive Parameter Selection for Total Variation Image Deconvolution
You-Wei Wen, Andy M. Yip · Numerical Mathematics Theory Methods and Applications · 2009
In this paper, we propose a discrepancy rule-based method to automatically choose the regularization parameters for total variation image restoration problems. The regularization parameters are adjusted dynamically in each iteration. Numerical results are shown to illustrate the performance of the proposed method.