Yi-Si Luo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Matrix Factorization

Image Completion

Background Model

Top Venues

IEEE Signal Process. Lett.

IEEE Geosci. Remote. Sens. Lett.

Publications

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) (2024)
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 (2024)
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 (2024)
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 (2023)
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 (2023)
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)
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)
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 (2022)
Yi-Si Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. CoRR (2022)
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 (2021)
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 (2021)
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 (2021)
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 (2020)