v1v2 (latest)

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

10 March 2015

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 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 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 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 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 Chun-Mei Feng Yu-bao Yan Huazhu Fu Li Chen Yong Xu ViT MedIm 84 125 0 12 Jun 2021
End-to-End Sequential Sampling and Reconstruction for MRI Tianwei Yin Zihui Wu He Sun Adrian Dalca Yisong Yue Katherine Bouman 85 20 0 13 May 2021
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 Vanika Singhal H. Aggarwal Snigdha Tariyal A. Majumdar OOD 149 47 0 11 Dec 2019
Compressed MRI Reconstruction Exploiting a Rotation-Invariant Total Variation Discretization E. E. Esfahani A. Hosseini 86 6 0 26 Nov 2019
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 Zhuonan He Jinjie Zhou Dong Liang Yuhao Wang Qiegen Liu 38 3 0 23 Oct 2019
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 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 Risheng Liu Pan Mu Jin Zhang 55 6 0 24 Sep 2019
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 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 Yuxiang Dai Peixian Zhuang MedIm 68 30 0 11 Jun 2019
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 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 Zhongnian Li Tao Zhang Peng Wan Daoqiang Zhang MedIm GAN 44 29 0 18 Feb 2019
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 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 Bihan Wen S. Ravishankar Y. Bresler 57 34 0 03 Oct 2017
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 Simiao Yu Hao Dong Guang Yang Greg Slabaugh Pier Luigi Dragotti ... Fangde Liu Simon Arridge J. Keegan D. Firmin Yike Guo MedIm OOD 73 58 0 19 May 2017
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 Jiaxi Ying Hengfa Lu Qingtao Wei Jian-Feng Cai D. Guo Jihui Wu Zhong Chen X. Qu 92 97 0 06 Apr 2016
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 S. Ravishankar R. Nadakuditi Jeffrey A. Fessler 83 39 0 19 Nov 2015