| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 1707818 | Applied Mathematics Letters | 2015 | 6 Pages |
Abstract
In this paper, we propose a new mean value algorithm for the Toeplitz matrix completion based on the singular value thresholding (SVT) algorithm. The completion matrices generated by the new algorithm keep a feasible Toeplitz structure. Meanwhile, we prove the convergence of the new algorithm under some reasonal conditions. Finally, we show the new algorithm is much more effective than the ALM (augmented Lagrange multiplier) algorithm through numerical experiments and image inpainting.
Related Topics
Physical Sciences and Engineering
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Computational Mechanics
Authors
Chuan-Long Wang, Chao Li,