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Fast Multi-class Dictionaries Learning with Geometrical Directions in
  MRI Reconstruction
v1v2 (latest)

Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction

10 March 2015
Zhifang Zhan
Jian-Feng Cai
D. Guo
Yunsong Liu
Zhong Chen
X. Qu
ArXiv (abs)PDFHTML

Papers citing "Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction"

29 / 29 papers shown
Title
Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based
  Fusion Network
Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based Fusion Network
Junwei Yang
Pietro Lio
MedIm
54
1
0
01 Dec 2023
An Interpretable MRI Reconstruction Network with Two-grid-cycle
  Correction and Geometric Prior Distillation
An Interpretable MRI Reconstruction Network with Two-grid-cycle Correction and Geometric Prior Distillation
Xiaohong Fan
Yin Yang
Ke-long Chen
Jianping Zhang
Ke Dong
MedIm
69
14
0
14 May 2022
AI-based Reconstruction for Fast MRI -- A Systematic Review and
  Meta-analysis
AI-based Reconstruction for Fast MRI -- A Systematic Review and Meta-analysis
Yutong Chen
Carola-Bibiane Schönlieb
Pietro Lio
T. Leiner
Pier Luigi Dragotti
Ge Wang
Daniel Rueckert
D. Firmin
Guang Yang
181
91
0
23 Dec 2021
One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI
One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI
Zi Wang
Chao Qian
D. Guo
Hongwei Sun
Rushuai Li
Bo Zhao
X. Qu
99
50
0
09 Dec 2021
Task Transformer Network for Joint MRI Reconstruction and
  Super-Resolution
Task Transformer Network for Joint MRI Reconstruction and Super-Resolution
Chun-Mei Feng
Yu-bao Yan
Huazhu Fu
Li Chen
Yong Xu
ViTMedIm
84
126
0
12 Jun 2021
End-to-End Sequential Sampling and Reconstruction for MRI
End-to-End Sequential Sampling and Reconstruction for MRI
Tianwei Yin
Zihui Wu
He Sun
Adrian Dalca
Yisong Yue
Katherine Bouman
87
20
0
13 May 2021
Stabilizing Deep Tomographic Reconstruction
Stabilizing Deep Tomographic Reconstruction
Weiwen Wu
Dianlin Hu
W. Cong
Hongming Shan
Shaoyu Wang
Chuang Niu
Pingkun Yan
Hengyong Yu
V. Vardhanabhuti
Ge Wang
OOD
63
10
0
04 Aug 2020
Discriminative Robust Deep Dictionary Learning for Hyperspectral Image
  Classification
Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification
Vanika Singhal
H. Aggarwal
Snigdha Tariyal
A. Majumdar
OOD
152
47
0
11 Dec 2019
Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total
  Variation Discretization
Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total Variation Discretization
E. E. Esfahani
A. Hosseini
90
6
0
26 Nov 2019
Converged Deep Framework Assembling Principled Modules for CS-MRI
Converged Deep Framework Assembling Principled Modules for CS-MRI
Risheng Liu
Yuxi Zhang
Shichao Cheng
Zhongxuan Luo
Xin-Yue Fan
33
1
0
29 Oct 2019
Learning Priors in High-frequency Domain for Inverse Imaging
  Reconstruction
Learning Priors in High-frequency Domain for Inverse Imaging Reconstruction
Zhuonan He
Jinjie Zhou
Dong Liang
Yuhao Wang
Qiegen Liu
42
3
0
23 Oct 2019
pISTA-SENSE-ResNet for Parallel MRI Reconstruction
pISTA-SENSE-ResNet for Parallel MRI Reconstruction
Tieyuan Lu
Xinlin Zhang
Yihui Huang
Yonggui Yang
Gang Guo
L. Bao
F. Huang
D. Guo
X. Qu
62
39
0
24 Sep 2019
IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI
IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI
Yiling Liu
Qiegen Liu
Minghui Zhang
Qingxin Yang
Shanshan Wang
Dong Liang
67
61
0
24 Sep 2019
Investigating Customization Strategies and Convergence Behaviors of
  Task-specific ADMM
Investigating Customization Strategies and Convergence Behaviors of Task-specific ADMM
Risheng Liu
Pan Mu
Jin Zhang
55
6
0
24 Sep 2019
Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR
  Image Reconstruction
Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction
Siyuan Wang
Junjie Lv
Yuanyuan Hu
Dong Liang
Minghui Zhang
Qiegen Liu
MedIm
51
15
0
03 Sep 2019
Deep-learning-based Optimization of the Under-sampling Pattern in MRI
Deep-learning-based Optimization of the Under-sampling Pattern in MRI
C. D. Bahadir
Alan Q. Wang
Adrian Dalca
M. Sabuncu
51
9
0
26 Jul 2019
Compressed Sensing MRI via a Multi-scale Dilated Residual Convolution
  Network
Compressed Sensing MRI via a Multi-scale Dilated Residual Convolution Network
Yuxiang Dai
Peixian Zhuang
MedIm
68
30
0
11 Jun 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine
  Learning
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning
S. Ravishankar
J. C. Ye
Jeffrey A. Fessler
130
245
0
04 Apr 2019
Transform Learning for Magnetic Resonance Image Reconstruction: From
  Model-based Learning to Building Neural Networks
Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks
Bihan Wen
S. Ravishankar
L. Pfister
Y. Bresler
MedIm
86
64
0
25 Mar 2019
SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed
  Sensing MRI Reconstruction
SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction
Zhongnian Li
Tao Zhang
Peng Wan
Daoqiang Zhang
MedImGAN
44
29
0
18 Feb 2019
A Deep Information Sharing Network for Multi-contrast Compressed Sensing
  MRI Reconstruction
A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction
Liyan Sun
Zhiwen Fan
Yue Huang
Xinghao Ding
John Paisley
86
107
0
10 Apr 2018
MR image reconstruction using deep density priors
MR image reconstruction using deep density priors
K. Tezcan
Christian F. Baumgartner
R. Luechinger
K. Pruessmann
E. Konukoglu
82
139
0
30 Nov 2017
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online
  Video Denoising
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising
Bihan Wen
S. Ravishankar
Y. Bresler
57
34
0
03 Oct 2017
Unrolled Optimization with Deep Priors
Unrolled Optimization with Deep Priors
Steven Diamond
Vincent Sitzmann
Felix Heide
Gordon Wetzstein
55
186
0
22 May 2017
Deep De-Aliasing for Fast Compressive Sensing MRI
Deep De-Aliasing for Fast Compressive Sensing MRI
Simiao Yu
Hao Dong
Guang Yang
Greg Slabaugh
Pier Luigi Dragotti
...
Fangde Liu
Simon Arridge
J. Keegan
D. Firmin
Yike Guo
MedImOOD
73
58
0
19 May 2017
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI
Yan Yang
Jian Sun
Huibin Li
Zongben Xu
MedIm
79
126
0
19 May 2017
Hankel Matrix Nuclear Norm Regularized Tensor Completion for
  $N$-dimensional Exponential Signals
Hankel Matrix Nuclear Norm Regularized Tensor Completion for NNN-dimensional Exponential Signals
Jiaxi Ying
Hengfa Lu
Qingtao Wei
Jian-Feng Cai
D. Guo
Jihui Wu
Zhong Chen
X. Qu
96
97
0
06 Apr 2016
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning
  and Applications
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications
Bihan Wen
S. Ravishankar
Y. Bresler
92
43
0
19 Nov 2015
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its
  Application to Inverse Problems
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems
S. Ravishankar
R. Nadakuditi
Jeffrey A. Fessler
83
39
0
19 Nov 2015
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