A Sheared Low-Rank Model for Oblique Stripe Removal
Jian-Li Wang, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Yong Chen
Published in Applied Mathematics and Computation, vol 360, pp. 167-180, 2019
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publications
Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Tian-Hui Ma, Yu-Bang Zheng
Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol 12, no 12, pp. 4951-4963, 2019
Hyperspectral Denoising via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Tai-Xiang Jiang
Published in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, pp. 4119-4122, 2021
Tensor Completion via Collaborative Sparse and Low-Rank Transforms
Ben-Zheng Li, Xi-Le Zhao, Jian-Li Wang, Yong Chen, Tai-Xiang Jiang, Jun Liu
Published in Proceedings of the IEEE Transactions on Computational Imaging, vol. 7, pp. 1289-1303, 2021
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng
Published in IEEE Transactions on Image Processing, vol 30, pp. 3581-3596, 2021
Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yu-Chun Miao
Published in IEEE Signal Processing Letters, vol 29, pp. 2737-2741, 2022
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
Published in IEEE Transactions on Geoscience and Remote Sensing, vol 60, pp. 1-16, Art no. 5513916, 2022
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Jian-Li Wang, Yu-Bang Zheng
Published in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, Art no. 5545514, 2022
Uncertainty-Aware Unsupervised Image Deblurring With Deep Residual Prior
Xiaole Tang, Xile Zhao, Jun Liu, Jianli Wang, Yuchun Miao, Tieyong Zeng
Published in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9883-9892, 2023
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization
Jia-Yi Li, Jin-Yu Xie, Yi-Si Luo, Xi-Le Zhao, Jian-Li Wang
Published in IEEE Geoscience and Remote Sensing Letters, vol 20, pp. 1-5, Art no. 5506705, 2023
Untrained Low-Rank Neural Network Prior for Multi-dimensional Image Recovery
Wei-Hao Wu, Ting-Zhu Huang, Hao Zhang, Jian-Li Wang, Xi-Le Zhao
Published in IEEE Signal Processing Letters, vol. 30, pp. 1647-1651, 2023
Unsupervised Domain Factorization Network for Thick Cloud Removal of Multi-temporal Remotely Sensed Images
Jian-Li Wang, Xi-Le Zhao, Heng-Chao Li, Ke-Xiang Cao, Jiaqing Miao
Published in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, vol. 61, pp. 1-12, Art no. 5405912, 2023
CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yi-Si Luo, Tai-Xiang Jiang
Published in IEEE Transactions on Neural Networks and Learning Systems, vol 35, no. 7, pp. 8969-8983, 2024
Superpixel-Informed Implicit Neural Representation for Multi-dimensional Data
Jiayi Li, Xile Zhao, Jianli Wang, Chao Wang, Min Wang
Published in Proceedings of th European Conference on Computer Vision, pp. 258-276, 2024
Functional Transform-Based Low-Rank Tensor Factorization for Multi-dimensional Data Recovery
Jianli Wang, Xile Zhao
Published in Proceedings of the European Conference on Computer Vision, pp. 39-56, 2024
Hyperspectral Image Denoising via Generalized Kronecker Decomposition-Based Subspace Representation
Wei-Hao Wu, Ting-Zhu Huang, Min Wang, Yong Chen, Jian-Li Wang, Zhi-Long Han, Jia-Yi Li
Published in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, pp. 7622-7625, 2024
Hyperspectral Images Mixed Noise Removal via Group-Tube Transform Induced Collaborative Sparsity and Low-Rankness
Ben-Zhang Li, Teng-Yu Ji, Jian-Li Wang
Published in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, pp. 7618-7621, 2024
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior
Yu-Chun Miao, Xi-Le Zhao, Jian-Li Wang, Xiao Fu, Yao Wang
Published in IEEE Transactions on Computational Imaging, vol. 10, pp. 93-102, 2024
Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking
Na-Na Li, Heng-Chao Li, Jian-Li Wang, Xiong-Fei Geng, Jie Pan
Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 17513-17525, 2025
Frequency-Aware Implicit Neural Representation for Multi-Dimensional Data Recovery
Ting-Wei Zhou, Xi-Le Zhao, Wei-Hao Wu, Jian-Li Wang, Yi-Si Luo
Published in IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 11, pp. 10862-10874, 2025
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery
Ting-Wei Zhou, Xi-Le Zhao, Jian-Li Wang, Yi-Si Luo, Min Wang, Xiao-Xuan Bai, Hong Yan
Published in IEEE Transactions on Multimedia, vol. 27, pp. 6347-6357, 2025
Superpixel-Informed Continuous Low-Rank Tensor Representation for Multi-Dimensional Data Recovery
Zhizhou Wang, **Jianli Wang**, Ruijing Zheng, Zhenyu Wu
Published in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 10952-10956, 2026
Incomplete Multi-View Kernel Subspace Clustering via Tensor Correlated Total Variation Regularization
Feng Liu, **Jian-Li Wang**, Danyang Zheng, Jiashu Zhang, Yong-Guo Shi
Published in IEEE Signal Processing Letters, vol 33, pp. 1921-1925, 2026
Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification
Yu-Le Wei, Heng-Chao Li, Jian-Li Wang, Yu-Bang Zheng, Jie Pan, Qian Du
Published in IEEE Transactions on Neural Networks and Learning Systems, vol. 37, no. 2, pp. 711-725, 2026