A Weighted Two-Level Bregman Method with Dictionary Updating for Nonconvex MR Image Reconstruction
Nonconvex optimization has shown that it needs substantially fewer measurements than l1 minimization for exact recovery under fixed transform/overcomplete dictionary. In this work, two efficient numerical algorithms which are unified by the method named weighted two-level Bregman method with diction...
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| Main Authors: | Qiegen Liu, Xi Peng, Jianbo Liu, Dingcheng Yang, Dong Liang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-01-01
|
| Series: | International Journal of Biomedical Imaging |
| Online Access: | http://dx.doi.org/10.1155/2014/128596 |
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