New Robust Regularized Shrinkage Regression for High-Dimensional Image Recovery and Alignment via Affine Transformation and Tikhonov Regularization

Figure 4

1^st column, corrupted video face image; 2^nd column, the low-rank component by [31]; 3^rd column, the low-rank component by [30]; 4^th column, the low-rank component by [38]; 5^th column, the low-rank component by [39]; 6^th column, the low-rank component by the proposed method.