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Journal Articles
- 2025
[j11]Yisi Luo
, Xile Zhao, Deyu Meng:
Revisiting Nonlocal Self-Similarity from Continuous Representation. IEEE Trans. Pattern Anal. Mach. Intell. 47(1): 450-468 (2025)- 2024
- [j10]Jun-Hao Zhuang, Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Jun Liu:
Unsupervised video rain streaks removal with deep foreground-background modeling. J. Comput. Appl. Math. 436: 115431 (2024) - [j9]Yisi Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng:
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3351-3369 (2024) - [j8]Kexin Shi, Jiangjun Peng, Jing Gao, Yisi Luo, Shuang Xu:
Hyperspectral Image Denoising via Double Subspace Deep Prior. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j7]Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yi-Si Luo, Tai-Xiang Jiang:
CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8969-8983 (2024) - 2023
- [j6]Jia-Yi Li, Jinyu Xie, Yi-Si Luo, Xi-Le Zhao, Jian-Li Wang:
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j5]Zitai Xu, Yi-Si Luo, Bangyu Wu, Deyu Meng:
S2S-WTV: Seismic Data Noise Attenuation Using Weighted Total Variation Regularized Self-Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j4]Zitai Xu, Yisi Luo, Bangyu Wu, Deyu Meng, Yangkang Chen:
Deep Nonlocal Regularizer: A Self-Supervised Learning Method for 3-D Seismic Denoising. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - 2022
- [j3]Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li:
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery. IEEE Trans. Image Process. 31: 3793-3808 (2022) - 2021
- [j2]Jun-Hao Zhuang, Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang:
Reconciling Hand-Crafted and Self-Supervised Deep Priors for Video Directional Rain Streaks Removal. IEEE Signal Process. Lett. 28: 2147-2151 (2021) - [j1]Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang:
Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 9435-9449 (2021)
Conference and Workshop Papers
- 2022
- [c2]Yi-Si Luo, Xile Zhao, Deyu Meng, Tai-Xiang Jiang:
HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging. CVPR 2022: 19281-19290 - [c1]Jun-Hao Zhuang, Yi-Si Luo, Xile Zhao, Tai-Xiang Jiang, Bichuan Guo:
UConNet: Unsupervised Controllable Network for Image and Video Deraining. ACM Multimedia 2022: 5436-5445
Informal and Other Publications
- 2024
- [i8]Yisi Luo, Xile Zhao, Deyu Meng:
Revisiting Nonlocal Self-Similarity from Continuous Representation. CoRR abs/2401.00708 (2024) - [i7]Yisi Luo, Xile Zhao, Kai Ye, Deyu Meng:
NeurTV: Total Variation on the Neural Domain. CoRR abs/2405.17241 (2024) - [i6]Ting-Wei Zhou, Xi-Le Zhao, Jian-Li Wang, Yi-Si Luo, Min Wang, Xiao-Xuan Bai, Hong Yan:
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery. CoRR abs/2407.05267 (2024) - 2023
- [i5]Jiayi Li, Jinyu Xie, Yisi Luo, Xile Zhao, Jianli Wang:
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization. CoRR abs/2304.11141 (2023) - 2022
- [i4]Yi-Si Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng:
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. CoRR abs/2212.00262 (2022) - [i3]Zitai Xu, Yisi Luo, Bangyu Wu, Deyu Meng:
S2S-WTV: Seismic Data Noise Attenuation Using Weighted Total Variation Regularized Self-Supervised Learning. CoRR abs/2212.13523 (2022) - 2021
- [i2]Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li:
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery. CoRR abs/2105.14320 (2021) - 2020
- [i1]Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang:
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior. CoRR abs/2008.09753 (2020)
Coauthor Index
aka: Xile Zhao
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