Shuanghui Zhang

47 papers A* 1Journal 42Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Learning-Aided Unsupervised Method for Sparse Aperture ISAR Imaging and Autofocusing.
IEEE Trans. Aerosp. Electron. Syst.
Zhixiong Yang, Jingyuan Xia, Shuanghui Zhang, Li Liu, Yaowen Fu, Yongxiang Liu
2026 J jnl
Causal Disentangled Representation Learning for SAR Target Classification With Spurious Correlations.
IEEE Trans. Aerosp. Electron. Syst.
Yifan Zhang, Xunzhang Gao, Shuanghui Zhang, Yongxiang Liu, Xiang Li
2026 — conf
ESTIM: Efficient and Scalable Tensorial Incomplete Multi-view Semi-supervised Classification.
KDD (1)
Tingjin Luo, Xiangyao Li, Zhangqi Jiang, Shuanghui Zhang, Dewen Hu
2026 J jnl
RF-ADMM-Net for Sparse Aperture ISAR Imaging Under Low Signal-to-Noise Ratio.
IEEE Trans. Aerosp. Electron. Syst.
Yu Wu, Ruize Li, Yanbo Mai, Shuanghui Zhang
2025 J jnl
ASC-SepNet: Enhancing Robust SAR Ground Target Recognition via Attribute Scattering Center and Separability Dual-Driven Learning.
IEEE Trans. Aerosp. Electron. Syst.
Yifan Zhang, Xunzhang Gao, Jingyuan Xia, Weijie Li, Shuanghui Zhang, Li Liu, Xiang Li
2025 J jnl
Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution.
IEEE Trans. Neural Networks Learn. Syst.
Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu
2025 — conf
Environment-Invariant Causal Feature Extraction for Robust SAR Target Recognition.
PRCV (15)
Yifan Zhang, Xunzhang Gao, Shuanghui Zhang, Xiang Li
2025 J jnl
Fast ISAR Imaging of Targets Featuring Micromotion With Sparse Aperture Based on Complex Deep Unfolding Networks.
IEEE Trans. Aerosp. Electron. Syst.
Yanbo Mai, Shuanghui Zhang, Weidong Jiang, Dian Li, Yongxiang Liu
2025 J jnl
Large Language Models Can Achieve Explainable and Training-Free One-Shot HRRP ATR.
IEEE Signal Process. Lett.
Lingfeng Chen, Panhe Hu, Zhiliang Pan, Qi Liu, Shuanghui Zhang, Zhen Liu
2025 J jnl
Uncovering Bias in Foundation Models: Impact, Testing, Harm, and Mitigation.
CoRR
Shuzhou Sun, Li Liu, Yongxiang Liu, Zhen Liu, Shuanghui Zhang, Janne Heikkilä, Xiang Li
2024 A* conf
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution.
CVPR
Zhixiong Yang, Jingyuan Xia, Shengxi Li, Xinghua Huang, Shuanghui Zhang, Zhen Liu, Yaowen Fu, Yongxiang Liu
2024 J jnl
An Azimuth Aware Deep Reinforcement Learning Framework for Active SAR Target Recognition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xinhua Jiang, Tianpeng Liu, Yongxiang Liu, Shuanghui Zhang, Huangxing Lin, Li Liu
2024 J jnl
Blind Super-Resolution via Meta-Learning and Markov Chain Monte Carlo Simulation.
IEEE Trans. Pattern Anal. Mach. Intell.
Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li
2024 J jnl
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation.
CoRR
Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li
2024 J jnl
Fast Bayesian Method for Joint Sparse ISAR Imaging and Motion Compensation for Uniform Rotating Targets.
IEEE Trans. Geosci. Remote. Sens.
Chi Zhang, Shuanghui Zhang, Yongxiang Liu, Xiang Li
2024 J jnl
Fast Sparse Aperture ISAR Imaging for Maneuvering Target by CZT- and NCS-Based Approximated Observation Model.
IEEE Geosci. Remote. Sens. Lett.
Chi Zhang, Shuanghui Zhang, Yongxiang Liu, Xiang Li
2024 J jnl
Meta-learning based blind image super-resolution approach to different degradations.
Neural Networks
Zhixiong Yang, Jingyuan Xia, Shengxi Li, Wende Liu, Shuaifeng Zhi, Shuanghui Zhang, Li Liu, Yaowen Fu, Deniz Gündüz
2023 J jnl
A Multistatic ISAR Imaging Method Based on Similarity Prior With Overlaps Among Observation Angles.
IEEE Geosci. Remote. Sens. Lett.
Ruize Li, Shuanghui Zhang, Chi Zhang, Yongxiang Liu, Xiang Li
2023 J jnl
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution.
CoRR
Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu
2023 J jnl
ISAR Image Segmentation for Space Target Based on Contrastive Learning and NL-Unet.
IEEE Geosci. Remote. Sens. Lett.
Peng Kou, Xiangfeng Qiu, Yongxiang Liu, Dongjie Zhao, Weijie Li, Shuanghui Zhang
2023 J jnl
ISAR Imaging of Precession Target Based on Joint Constraints of Low Rank and Sparsity of Tensor.
IEEE Trans. Geosci. Remote. Sens.
Yanbo Mai, Shuanghui Zhang, Weidong Jiang, Chi Zhang, Kai Huo, Yongxiang Liu
2023 J jnl
ISAR Imaging of Targets Exhibiting Micromotion Under the Joint Constraints of Low SNR and Sparse Rate.
IEEE Trans. Aerosp. Electron. Syst.
Yanbo Mai, Shuanghui Zhang, Weidong Jiang, Chi Zhang, Kai Huo, Yongxiang Liu
2023 J jnl
RaNeRF: Neural 3-D Reconstruction of Space Targets From ISAR Image Sequences.
IEEE Trans. Geosci. Remote. Sens.
Afei Liu, Shuanghui Zhang, Chi Zhang, Shuaifeng Zhi, Xiang Li
2022 J jnl
A Computational Efficient 2-D Block-Sparse ISAR Imaging Method Based on PCSBL-GAMP-Net.
IEEE Trans. Geosci. Remote. Sens.
Ruize Li, Shuanghui Zhang, Chi Zhang, Yongxiang Liu, Xiang Li
2022 J jnl
A Learning-Aided Flexible Gradient Descent Approach to MISO Beamforming.
IEEE Wirel. Commun. Lett.
Zhixiong Yang, Jingyuan Xia, Junshan Luo, Shuanghui Zhang, Deniz Gündüz
2022 J jnl
ISAR Imaging of Target Exhibiting Micro-Motion With Sparse Aperture via Model-Driven Deep Network.
IEEE Trans. Geosci. Remote. Sens.
Yanbo Mai, Shuanghui Zhang, Weidong Jiang, Chi Zhang, Yongxiang Liu, Xiang Li
2021 J jnl
Enhancing ISAR Image Efficiently via Convolutional Reweighted l
IEEE Trans. Image Process.
Shuanghui Zhang, Yongxiang Liu, Xiang Li, Dewen Hu
2021 J jnl
Micro-Doppler Effects Removed Sparse Aperture ISAR Imaging via Low-Rank and Double Sparsity Constrained ADMM and Linearized ADMM.
IEEE Trans. Image Process.
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2021 J jnl
Removal of Micro-Doppler Effect of ISAR Image Based on Laplacian Regularized Nonconvex Low-Rank Representation.
IEEE Trans. Image Process.
Shuanghui Zhang, Yongxiang Liu, Xiang Li, Dewen Hu
2021 J jnl
Two dimensional sparse signal reconstruction via 2D inverse-free sparse Bayesian learning.
Sci. China Inf. Sci.
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2020 J jnl
Bayesian High Resolution Range Profile Reconstruction of High-Speed Moving Target From Under-Sampled Data.
IEEE Trans. Image Process.
Shuanghui Zhang, Yongxiang Liu, Xiang Li, Guoan Bi
2020 J jnl
Computationally Efficient Sparse Aperture ISAR Autofocusing and Imaging Based on Fast ADMM.
IEEE Trans. Geosci. Remote. Sens.
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2020 J jnl
Fast Sparse Aperture ISAR Autofocusing and Imaging via ADMM Based Sparse Bayesian Learning.
IEEE Trans. Image Process.
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2020 J jnl
Joint Structured Sparsity and Least Entropy Constrained Sparse Aperture Radar Imaging and Autofocusing.
IEEE Trans. Geosci. Remote. Sens.
Chi Zhang, Shuanghui Zhang, Yongxiang Liu, Xiang Li
2019 J jnl
Joint Sparse Aperture ISAR Autofocusing and Scaling via Modified Newton Method-Based Variational Bayesian Inference.
IEEE Trans. Geosci. Remote. Sens.
Shuanghui Zhang, Yongxiang Liu, Xiang Li, Guoan Bi
2019 — conf
Low-Complexity optimization for Direction-of-Arrival Estimation via Approximate Message Passing.
EUSIPCO
Xinyu Zhang, Kai Huo, Shuanghui Zhang, Yongxiang Liu, Weidong Jiang, Xiang Li
2018 J jnl
Bayesian Bistatic ISAR Imaging for Targets With Complex Motion Under Low SNR Condition.
IEEE Trans. Image Process.
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2018 J jnl
Fast ISAR Cross-Range Scaling Using Modified Newton Method.
IEEE Trans. Aerosp. Electron. Syst.
Shuanghui Zhang, Yongxiang Liu, Xiang Li, Guoan Bi
2018 J jnl
Radar HRRP Target Recognition Based on Stacked Autoencoder and Extreme Learning Machine.
Sensors
Feixiang Zhao, Yongxiang Liu, Kai Huo, Shuanghui Zhang, Zhongshuai Zhang
2017 J jnl
Autofocusing for Sparse Aperture ISAR Imaging Based on Joint Constraint of Sparsity and Minimum Entropy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2017 J jnl
Sparse Aperture InISAR Imaging via Sequential Multiple Sparse Bayesian Learning.
Sensors
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2017 J jnl
Variational Bayesian Sparse Signal Recovery With LSM Prior.
IEEE Access
Shuanghui Zhang, Yongxiang Liu, Xiang Li, Guoan Bi
2016 J jnl
Logarithmic Laplacian Prior Based Bayesian Inverse Synthetic Aperture Radar Imaging.
Sensors
Shuanghui Zhang, Yongxiang Liu, Xiang Li, Guoan Bi
2015 J jnl
A Novel Speed Compensation Method for ISAR Imaging with Low SNR.
Sensors
Yongxiang Liu, Shuanghui Zhang, Dekang Zhu, Xiang Li
2015 J jnl
Fast Entropy Minimization Based Autofocusing Technique for ISAR Imaging.
IEEE Trans. Signal Process.
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2014 J jnl
Pseudomatched-Filter-Based ISAR Imaging Under Low SNR Condition.
IEEE Geosci. Remote. Sens. Lett.
Shuanghui Zhang, Yongxiang Liu, Xiang Li
2013 — conf
Minimum entropy based ISAR motion compensation with low SNR.
ChinaSIP
Shuanghui Zhang, Yongxiang Liu, Xiang Li