Enhancing MR Image Reconstruction Using Block Dictionary Learning

IEEE Access ◽

10.1109/access.2019.2949917 ◽

2019 ◽

Vol 7 ◽

pp. 158434-158444 ◽

Author(s):

Shahid Ikram ◽

Syed Zubair ◽

Jawad Ali Shah ◽

Ijaz Mansoor Qureshi ◽

Abdul Wahid ◽

...

Keyword(s):

Image Reconstruction ◽

Dictionary Learning ◽

Mr Image ◽

Mr Image Reconstruction

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Dictionary Learning-Based MR Image Reconstruction in the Presence of Speckle Noise: Greedy Versus Convex

Advances in Intelligent Systems and Computing - Soft Computing and Signal Processing ◽

10.1007/978-981-13-3393-4_55 ◽

2019 ◽

pp. 537-546

Author(s):

M. V. R. Manimala ◽

C. Dhanunjaya Naidu ◽

M. N. Giri Prasad

Keyword(s):

Image Reconstruction ◽

Dictionary Learning ◽

Speckle Noise ◽

Mr Image ◽

Mr Image Reconstruction

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Sparse recovery algorithms based on dictionary learning for MR image reconstruction

2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) ◽

10.1109/wispnet.2016.7566358 ◽

2016 ◽

Author(s):

M.V.R. Manimala ◽

C.D. Naidu ◽

M. N. Giriprasad

Keyword(s):

Image Reconstruction ◽

Dictionary Learning ◽

Sparse Recovery ◽

Mr Image ◽

Recovery Algorithms ◽

Mr Image Reconstruction

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Dual-dictionary learning based MR image reconstruction with self-adaptive dictionaries

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2015.7320016 ◽

2015 ◽

Author(s):

Jiansen Li ◽

Ying Song ◽

Jun Zhao

Keyword(s):

Image Reconstruction ◽

Dictionary Learning ◽

Mr Image ◽

Self Adaptive ◽

Mr Image Reconstruction

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Multi-scale UDCT dictionary learning based highly undersampled MR image reconstruction using patch-based constraint splitting augmented Lagrangian shrinkage algorithm

Frontiers of Information Technology & Electronic Engineering ◽

10.1631/fitee.1400423 ◽

2015 ◽

Vol 16 (12) ◽

pp. 1069-1087 ◽

Author(s):

Min Yuan ◽

Bing-xin Yang ◽

Yi-de Ma ◽

Jiu-wen Zhang ◽

Fu-xiang Lu ◽

...

Keyword(s):

Image Reconstruction ◽

Dictionary Learning ◽

Augmented Lagrangian ◽

Mr Image ◽

Multi Scale ◽

Mr Image Reconstruction

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MR Image Reconstruction From Highly Undersampled k-Space Data by Dictionary Learning

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2010.2090538 ◽

2011 ◽

Vol 30 (5) ◽

pp. 1028-1041 ◽

Author(s):

Saiprasad Ravishankar ◽

Yoram Bresler

Keyword(s):

Image Reconstruction ◽

Dictionary Learning ◽

Mr Image ◽

Mr Image Reconstruction

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Highly undersampled MR image reconstruction using an improved dual-dictionary learning method with self-adaptive dictionaries

Medical & Biological Engineering & Computing ◽

10.1007/s11517-016-1556-z ◽

2016 ◽

Vol 55 (5) ◽

pp. 807-822 ◽

Author(s):

Jiansen Li ◽

Ying Song ◽

Zhen Zhu ◽

Jun Zhao

Keyword(s):

Image Reconstruction ◽

Dictionary Learning ◽

Learning Method ◽

Mr Image ◽

Self Adaptive ◽

Mr Image Reconstruction

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Paired Dictionary Learning Based MR Image Reconstruction from Undersampled k-Space Data

10.23919/ccc52363.2021.9550329 ◽

2021 ◽

Author(s):

Jiaodi Liu ◽

Yuxia Sheng ◽

Jun Yang ◽

Dan Xiong

Keyword(s):

Image Reconstruction ◽

Dictionary Learning ◽

Mr Image ◽

Mr Image Reconstruction

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Projection-Based Cascaded U-Net Model for MR Image Reconstruction

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2021.106151 ◽

2021 ◽

pp. 106151

Author(s):

Amir Aghabiglou ◽

Ender M. Eksioglu

Keyword(s):

Image Reconstruction ◽

Mr Image ◽

Mr Image Reconstruction

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A Rapid Non-Linear Diffusion Compressed Sensing parallel MR Image Reconstruction

Proceedings of the 11th Indian Conference on Computer Vision, Graphics and Image Processing ◽

10.1145/3293353.3293411 ◽

2018 ◽

Author(s):

Ajin Joy ◽

Joseph Suresh Paul

Keyword(s):

Image Reconstruction ◽

Compressed Sensing ◽

Mr Image ◽

Linear Diffusion ◽

Mr Image Reconstruction

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Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2021.3075856 ◽

2021 ◽

pp. 1-1

Author(s):

Matthew J. Muckley ◽

Bruno Riemenschneider ◽

Alireza Radmanesh ◽

Sunwoo Kim ◽

Geunu Jeong ◽

...

Keyword(s):

Machine Learning ◽

Image Reconstruction ◽

Mr Image ◽

Mr Image Reconstruction

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