Research Article
New Robust Regularized Shrinkage Regression for High-Dimensional Image Recovery and Alignment via Affine Transformation and Tikhonov Regularization
Algorithm 1
The summary of the new proposed shrinkage regression ADMM algorithm.
| Input: data matrix , , , , , , | While not converged Do | (1) | Update: by (9) | (2) | Update: by (14) | (3) | Update: by (15) | (4) | Update: by (16) | (5) | Update: by (17) | End while | Outputs: , , , |
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