Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI

13 January 2015

Papers citing "Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI"

8 / 8 papers shown

Title
Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis Jyoti Maggu Prerna Singh A. Majumdar 11 3 0 11 Dec 2019
Label Consistent Transform Learning for Hyperspectral Image Classification Jyoti Maggu H. Aggarwal A. Majumdar 21 17 0 11 Dec 2019
Maximum likelihood estimation of regularisation parameters in high-dimensional inverse problems: an empirical Bayesian approach. Part I: Methodology and Experiments A. F. Vidal Valentin De Bortoli Marcelo Pereyra Alain Durmus 29 7 0 26 Nov 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 15 239 0 04 Apr 2019
The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling Bihan Wen Yanjun Li Y. Bresler 21 11 0 03 Aug 2018
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI Zhiwen Fan Liyan Sun Xinghao Ding Yue Huang C. Cai John Paisley MedIm 30 27 0 04 Apr 2018
A Deep Error Correction Network for Compressed Sensing MRI Liyan Sun Zhiwen Fan Yue Huang Xinghao Ding John Paisley MedIm 39 12 0 23 Mar 2018
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications Bihan Wen S. Ravishankar Y. Bresler 42 43 0 19 Nov 2015