2024
Nonlinear Hierarchical Matrix Factorization-Based Tensor Ring Approximation for Multi-dimensional Image Recovery.
J. Sci. Comput., November, 2024
Nested Fully-Connected Tensor Network Decomposition for Multi-Dimensional Visual Data Recovery.
IEEE Trans. Circuits Syst. Video Technol., October, 2024
A Fast Algorithm for Rank-(L, M, N) Block Term Decomposition of Multi-Dimensional Data.
J. Sci. Comput., October, 2024
Multi-Dimensional Data Recovery via Feature-Based Fully-Connected Tensor Network Decomposition.
IEEE Trans. Big Data, August, 2024
Sparsity Regularized Rank-(L,M,N) Block Term Decomposition for Hyperspectral Image Mixed Noise Removal.
Proceedings of the IGARSS 2024, 2024
2023
Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion.
IEEE Trans. Neural Networks Learn. Syst., February, 2023
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain.
IEEE Trans. Geosci. Remote. Sens., 2023
Untrained Low-Rank Neural Network Prior for Multi-Dimensional Image Recovery.
IEEE Signal Process. Lett., 2023
Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-Based Block-Term Tensor Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2023
Frequency Domain Sparsity-Based Interference Mitigation for Automotive Radar.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Joint Target Recognition for Multi-Station ISAR via MIIR Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
HPII-NET: A High-Precision Interference Identification Network for Spaceborne SAR Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
MCSNet: A Radio Frequency Interference Suppression Network for Spaceborne SAR Images via Multi-Dimensional Feature Transform.
Remote. Sens., December, 2022
SAF-3DNet: Unsupervised AMP-Inspired Network for 3-D MMW SAR Imaging and Autofocusing.
IEEE Trans. Geosci. Remote. Sens., 2022
LFG-Net: Low-Level Feature Guided Network for Precise Ship Instance Segmentation in SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Learning-Based Split Unfolding Framework for 3-D mmW Radar Sparse Imaging.
IEEE Trans. Geosci. Remote. Sens., 2022
Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery.
IEEE Trans. Cybern., 2022
Efficient Instance Segmentation Paradigm for Interpreting SAR and Optical Images.
Remote. Sens., 2022
Multi-Dimensional Image Recovery via Fully-Connected Tensor Network Decomposition Under the Learnable Transforms.
J. Sci. Comput., 2022
A fast sketching-based algorithm for rank-(L, L, 1) block term decomposition.
Appl. Math. Lett., 2022
CARNet: An effective method for SAR image interference suppression.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Learning-Based Sparse Recovery Algorithm for 3D SAR Imaging.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Interference Suppression For Sar Image Based On Joint Supervision En-Decoder Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2020
Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising.
Neurocomputing, 2020
2019
Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019