@inproceedings{wang2024factorization,
title={Functional Transform-Based Low-Rank Tensor Factorization for Multi-dimensional Data Recovery},
author={Wang, Jianli and Zhao, Xile},
booktitle={Computer Vision -- ECCV 2024},
year={2024}
}
@inproceedings{li2024superpixel,
title={Superpixel-Informed Implicit Neural Representation for Multi-dimensional Data},
author={Li, Jiayi and Zhao, Xile and Wang, Jianli and Wang, Chao and Wang, Min},
booktitle={Computer Vision -- ECCV 2024},
year={2024}
}
@inproceedings{li2024group,
title={Hyperspectral Images Mixed Noise Removal via Group-Tube Transform Induced Collaborative Sparsity and Low-Rankness},
author={Li, Ben-Zheng and Ji, Teng-Yu and Wang, Jian-Li},
booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium},
year={2024}
}
@inproceedings{2024wuKronecker,
title={Hyperspectral Image Denoising via Generalized Kronecker Decomposition-Based Subspace Representation},
author={Wu, Wei-Hao and Huang, Ting-Zhu and Wang, Min and Chen, Yong and Wang, Jian-Li and Han, Zhi-Long and Li, Jia-Yi},
booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium},
year={2024}
}
@article{miao2024snapshot,
title = {Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior},
author = {Miao, Yu-Chun and Zhao, Xi-Le and Wang, Jian-Li and Fu, Xiao and Wang, Yao},
journal={IEEE Transactions on Computational Imaging},
volume={10},
number={},
pages={93-102},
year={2024}
}
@article{wang2023unsupervised,
title={Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images},
author={Wang, Jian-Li and Zhao, Xi-Le and Li, Heng-Chao and Cao, Ke-Xiang and Miao, Jiaqing and Huang, Ting-Zhu},
journal={IEEE Transactions on Geoscience and Remote Sensing},
volume={2023},
number={},
pages={1-12},
year={2023}
}
@article{wu2023untrained,
title={Untrained low-rank neural network prior for multi-dimensional image recovery},
author={Wu, Wei-Hao and Huang, Ting-Zhu and Zhang, Hao and Wang, Jian-Li and Zhao, Xi-Le},
journal={IEEE Signal Processing Letters},
volume={30},
pages={1647--1651},
year={2023}
}
@inproceedings{tang2023uncertainty,
title={Uncertainty-Aware Unsupervised Image Deblurring With Deep Residual Prior},
author={Tang, Xiaole and Zhao, Xile and Liu, Jun and Wang, Jianli and Miao, Yuchun an},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern},
pages={9883-9892},
year={2023}
}
@article{li2023h2tf,
title={H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization},
author={Li, Jia-Yi and Xie, Jin-Yu and Luo, Yi-Si and Zhao, Xi-Le and Wang, Jian-Li},
journal={IEEE Geoscience and Remote Sensing Letters},
volume={20},
number={},
pages={1-5},
year={2023}
}
@article{wang2022conot,
title={CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion},
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Luo, Yi-Si and Jiang, Tai-Xiang},
journal={IEEE Transactions on Neural Networks and Learning Systems},
volume={35},
number={7},
pages={8969-8983},
year={2022}
}
@article{wang2022complex,
title={Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors},
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Miao, Yu-Chun},
journal={IEEE Signal Processing Letters},
volume={29},
number={},
pages={2737-2741},
year={2022}
}
@article{wu2022hyperspectral,
title={Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial–Spectral Prior},
author={Wu, Wei-Hao and Huang, Ting-Zhu and Zhao, Xi-Le and Wang, Jian-Li and Zheng, Yu-Bang},
journal={IEEE Transactions on Geoscience and Remote Sensing},
volume={60},
number={},
pages={1-14},
year={2022}
}
@article{miao2022hyperspectral,
title={Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors},
author={Miao, Yu-Chun and Zhao, Xi-Le and Fu, Xiao and Wang, Jian-Li and Zheng, Yu-Bang},
journal={IEEE Trans. Geosci. Remote. Sens.},
volume={60},
pages={1--16},
year={2022}
}
@article{wang2021completion,
title={Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform},
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Jiang, Tai-Xiang and Ng, Michael K.},
journal={IEEE Transactions on Image Processing},
volume={30},
number={},
pages={3581-3596},
year={2021}
}
@inproceedings{wang2021tensorring,
title={Hyperspectral Denoising Via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior},
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Ji, Teng-Yu and Jiang, Tai-Xiang},
booktitle={2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS},
volume={},
number={},
pages={4119-4122},
year={2021}
}
@article{li2021completion,
title={Tensor Completion Via Collaborative Sparse and Low-Rank Transforms},
author={Li, Ben-Zheng and Zhao, Xi-Le and Wang, Jian-Li and Chen, Yong and Jiang, Tai-Xiang and Liu, Jun},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition},
volume={7},
number={},
pages={1289-1303},
year={2021}
}
@article{wang2019rewighted,
title={Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping},
author={Wang, Jian-Li and Huang, Ting-Zhu and Zhao, Xi-Le and Huang, Jie and Ma, Tian-Hui and Zheng, Yu-Bang},
journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
volume={12},
number={12},
pages={4951-4963},
year={2019}
}
@article{wang2019sheared,
title={A sheared low-rank model for oblique stripe removal},
author={Wang, Jian-Li and Huang, Ting-Zhu and Ma, Tian-Hui and Zhao, Xi-Le and Chen, Yong},
journal = {Applied Mathematics and Computation},
volume = {360},
pages = {167-180},
year={2019}
}