Xi Peng

According to our database, Xi Peng authored at least 21 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions.

Fan Lam, Xi Peng, Zhi-Pei Liang

IEEE Signal Process. Mag., March, 2023

High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models.

Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam

CoRR, 2023

2022

Accelerated MRI Reconstruction With Separable and Enhanced Low-Rank Hankel Regularization.

Xinlin Zhang, Hengfa Lu, Di Guo, Zongying Lai, Huihui Ye, Xi Peng, Bo Zhao, Xiaobo Qu

IEEE Trans. Medical Imaging, 2022

2021

Accelerated image reconstruction with separable Hankel regularization in parallel MRI.

Xinlin Zhang, Zi Wang, Xi Peng, Qin Xu, Di Guo, Xiaobo Qu

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models.

Fan Lam, Yahang Li, Xi Peng

IEEE Trans. Medical Imaging, 2020

2018

Multi-Contrast Brain MRI Image Super-Resolution With Gradient-Guided Edge Enhancement.

Hong Zheng, Kun Zeng, Di Guo, Jiaxi Ying, Yu Yang, Xi Peng, Feng Huang, Zhong Chen, Xiaobo Qu

IEEE Access, 2018

2017

Multi-contrast brain magnetic resonance image super-resolution using the local weight similarity.

Hong Zheng, Xiaobo Qu, Zheng-Jian Bai, Yunsong Liu, Di Guo, Jiyang Dong, Xi Peng, Zhong Chen

BMC Medical Imaging, 2017

2016

Accelerating magnetic resonance imaging via deep learning.

Shanshan Wang, Zhenghang Su, Leslie Ying, Xi Peng, Shun Zhu, Feng Liang, Dagan Feng, Dong Liang

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

MR Image Reconstruction with Convolutional Characteristic Constraint (CoCCo).

Xi Peng, Dong Liang

IEEE Signal Process. Lett., 2015

Undersampled MR Image Reconstruction with Data-Driven Tight Frame.

Jianbo Liu, Shanshan Wang, Xi Peng, Dong Liang

Comput. Math. Methods Medicine, 2015

Parallel imaging via sparse representation over a learned dictionary.

Shanshan Wang, Xi Peng, Pei Dong, Leslie Ying, David Dagan Feng, Dong Liang

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

An easily-achieved time-domain beamformer for ultrafast ultrasound imaging based on compressive sensing.

Congzhi Wang, Xi Peng, Dong Liang, Yang Xiao, Weibao Qiu, Ming Qian, Hairong Zheng

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Reference guided CS-MRI with gradient orientation priors.

Xi Peng, Qingyong Zhu, Shanshan Wang, Dong Liang

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

A Weighted Two-Level Bregman Method with Dictionary Updating for Nonconvex MR Image Reconstruction.

Qiegen Liu, Xi Peng, Jianbo Liu, Dingcheng Yang, Dong Liang

Int. J. Biomed. Imaging, 2014

Accurate T2 mapping with sparsity and linear predictability filtering.

Xi Peng, Leslie Ying, Xin Liu, Dong Liang

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Adaptive Dictionary Learning in Sparse Gradient Domain for Image Recovery.

Qiegen Liu, Shanshan Wang, Leslie Ying, Xi Peng, Yanjie Zhu, Dong Liang

IEEE Trans. Image Process., 2013

Denoising MR Spectroscopic Imaging Data With Low-Rank Approximations.

Hien M. Nguyen, Xi Peng, Minh N. Do, Zhi-Pei Liang

IEEE Trans. Biomed. Eng., 2013

2012

Interventional MRI with sparse sampling using union-of-subspaces.

S. Derin Babacan, Fan Lam, Xi Peng, Minh N. Do, Zhi-Pei Liang

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Reference-driven MR image reconstruction with sparsity and support constraints.

Xi Peng, Huiqian Du, Fan Lam, S. Derin Babacan, Zhi-Pei Liang

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Spatiotemporal denoising of MR spectroscopic imaging data by low-rank approximations.

Hien M. Nguyen, Xi Peng, Minh N. Do, Zhi-Pei Liang

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Reference-guided sparsifying transform design for compressive sensing MRI.

S. Derin Babacan, Xi Peng, Xian-Pei Wang, Minh N. Do, Zhi-Pei Liang

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011