Hengfa Lu

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Convergence Analysis

Magnetic Resonance

Matrix Factorization

Top Venues

ICASSP Workshops

Publications

Aiqi Sun, Hengfa Lu, Peng Wu, Bo Zhao
Accelerated Black-Blood Cine MR Imaging with Low-Rank and Sparsity Constraints. EMBC (2023)
Hengfa Lu, Bo Zhao
Accelerated Magnetic Resonance Fingerprinting with Low-Rank and Generative Subspace Modeling. ICASSP Workshops (2023)
Hengfa Lu, Aiqi Sun, Jiachen Wang, Bo Zhao
Accelerated Phase-Contrast Flow MRI with Low-Rank and Generative Subspace Modeling. ACSSC (2023)
Hengfa Lu, Bo Zhao
Accelerated Magnetic Resonance Parameter Mapping With Low-Rank Modeling and Deep Generative Priors. SSP (2023)
Xinlin Zhang, Hengfa Lu, Di Guo, Zongying Lai, Huihui Ye, Xi Peng, Bo Zhao, Xiaobo Qu
Accelerated MRI Reconstruction With Separable and Enhanced Low-Rank Hankel Regularization. IEEE Trans. Medical Imaging 41 (9) (2022)
Hengfa Lu, Huihui Ye, Bo Zhao
Improved Balanced Steady-State Free Precession Based MR Fingerprinting with Deep Autoencoders. EMBC (2022)
Xinlin Zhang, Hengfa Lu, Di Guo, Lijun Bao, Feng Huang, Qin Xu, Xiaobo Qu
A guaranteed convergence analysis for the projected fast iterative soft-thresholding algorithm in parallel MRI. Medical Image Anal. 69 (2021)
Xinlin Zhang, Hengfa Lu, Di Guo, Lijun Bao, Feng Huang, Xiaobo Qu
A Convergence Proof of Projected Fast Iterative Soft-thresholding Algorithm for Parallel Magnetic Resonance Imaging. CoRR (2019)
Xiaobo Qu, Yihui Huang, Hengfa Lu, Tianyu Qiu, Di Guo, Vladislav Orekhov, Zhong Chen
Accelerated Nuclear Magnetic Resonance Spectroscopy with Deep Learning. CoRR (2019)
Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Jiaxi Ying, Di Guo, Zhong Chen, Xiaobo Qu
Low Rank Enhanced Matrix Recovery of Hybrid Time and Frequency Data in Fast Magnetic Resonance Spectroscopy. IEEE Trans. Biomed. Eng. 65 (4) (2018)
Di Guo, Hengfa Lu, Xiaobo Qu
A Fast Low Rank Hankel Matrix Factorization Reconstruction Method for Non-Uniformly Sampled Magnetic Resonance Spectroscopy. IEEE Access 5 (2017)
Jiaxi Ying, Hengfa Lu, Qingtao Wei, Jian-Feng Cai, Di Guo, Jihui Wu, Zhong Chen, Xiaobo Qu
Hankel Matrix Nuclear Norm Regularized Tensor Completion for N-dimensional Exponential Signals. IEEE Trans. Signal Process. 65 (14) (2017)
Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Di Guo, Zhong Chen, Xiaobo Qu
A low rank Hankel matrix reconstruction method for ultrafast magnetic resonance spectroscopy. EMBC (2017)
Jiaxi Ying, Hengfa Lu, Qingtao Wei, Jian-Feng Cai, Di Guo, Jihui Wu, Zhong Chen, Xiaobo Qu
Hankel Matrix Nuclear Norm Regularized Tensor Completion for N-dimensional Exponential Signals. CoRR (2016)