Xi Peng

23 papers Journal 13Unranked 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models.
IEEE Trans. Biomed. Eng.
Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam
2024 J jnl
Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction.
IEEE Trans. Biomed. Eng.
Yue Guan, Yudu Li, Ziwen Ke, Xi Peng, Ruihao Liu, Yao Li, Yiping P. Du, Zhi-Pei Liang
2023 J jnl
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models.
CoRR
Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam
2023 J jnl
High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions.
IEEE Signal Process. Mag.
Fan Lam, Xi Peng, Zhi-Pei Liang
2022 J jnl
Accelerated MRI Reconstruction With Separable and Enhanced Low-Rank Hankel Regularization.
IEEE Trans. Medical Imaging
Xinlin Zhang, Hengfa Lu, Di Guo, Zongying Lai, Huihui Ye, Xi Peng, Bo Zhao, Xiaobo Qu
2021 — conf
Accelerated image reconstruction with separable Hankel regularization in parallel MRI.
EMBC
Xinlin Zhang, Zi Wang, Xi Peng, Qin Xu, Di Guo, Xiaobo Qu
2020 J jnl
Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models.
IEEE Trans. Medical Imaging
Fan Lam, Yahang Li, Xi Peng
2018 J jnl
Multi-Contrast Brain MRI Image Super-Resolution With Gradient-Guided Edge Enhancement.
IEEE Access
Hong Zheng, Kun Zeng, Di Guo, Jiaxi Ying, Yu Yang, Xi Peng, Feng Huang, Zhong Chen, Xiaobo Qu
2017 J jnl
Multi-contrast brain magnetic resonance image super-resolution using the local weight similarity.
BMC Medical Imaging
Hong Zheng, Xiaobo Qu, Zheng-Jian Bai, Yunsong Liu, Di Guo, Jiyang Dong, Xi Peng, Zhong Chen
2016 — conf
Accelerating magnetic resonance imaging via deep learning.
ISBI
Shanshan Wang, Zhenghang Su, Leslie Ying, Xi Peng, Shun Zhu, Feng Liang, Dagan Feng, Dong Liang
2015 — conf
An easily-achieved time-domain beamformer for ultrafast ultrasound imaging based on compressive sensing.
EMBC
Congzhi Wang, Xi Peng, Dong Liang, Yang Xiao, Weibao Qiu, Ming Qian, Hairong Zheng
2015 J jnl
MR Image Reconstruction with Convolutional Characteristic Constraint (CoCCo).
IEEE Signal Process. Lett.
Xi Peng, Dong Liang
2015 — conf
Parallel imaging via sparse representation over a learned dictionary.
ISBI
Shanshan Wang, Xi Peng, Pei Dong, Leslie Ying, David Dagan Feng, Dong Liang
2015 — conf
Reference guided CS-MRI with gradient orientation priors.
EMBC
Xi Peng, Qingyong Zhu, Shanshan Wang, Dong Liang
2015 J jnl
Undersampled MR Image Reconstruction with Data-Driven Tight Frame.
Comput. Math. Methods Medicine
Jianbo Liu, Shanshan Wang, Xi Peng, Dong Liang
2014 J jnl
A Weighted Two-Level Bregman Method with Dictionary Updating for Nonconvex MR Image Reconstruction.
Int. J. Biomed. Imaging
Qiegen Liu, Xi Peng, Jianbo Liu, Dingcheng Yang, Dong Liang
2014 — conf
Accurate T2 mapping with sparsity and linear predictability filtering.
ISBI
Xi Peng, Leslie Ying, Xin Liu, Dong Liang
2013 J jnl
Adaptive Dictionary Learning in Sparse Gradient Domain for Image Recovery.
IEEE Trans. Image Process.
Qiegen Liu, Shanshan Wang, Leslie Ying, Xi Peng, Yanjie Zhu, Dong Liang
2013 J jnl
Denoising MR Spectroscopic Imaging Data With Low-Rank Approximations.
IEEE Trans. Biomed. Eng.
Hien M. Nguyen, Xi Peng, Minh N. Do, Zhi-Pei Liang
2012 — conf
Interventional MRI with sparse sampling using union-of-subspaces.
ISBI
S. Derin Babacan, Fan Lam, Xi Peng, Minh N. Do, Zhi-Pei Liang
2011 — conf
Reference-driven MR image reconstruction with sparsity and support constraints.
ISBI
Xi Peng, Huiqian Du, Fan Lam, S. Derin Babacan, Zhi-Pei Liang
2011 — conf
Reference-guided sparsifying transform design for compressive sensing MRI.
EMBC
S. Derin Babacan, Xi Peng, Xian-Pei Wang, Minh N. Do, Zhi-Pei Liang
2011 — conf
Spatiotemporal denoising of MR spectroscopic imaging data by low-rank approximations.
ISBI
Hien M. Nguyen, Xi Peng, Minh N. Do, Zhi-Pei Liang