Yu-Bang Zheng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Topics

Image Denoising

Total Variation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Appl. Math. Comput.

J. Sci. Comput.

Publications

Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Ting-Zhu Huang
Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition. J. Sci. Comput. 98 (1) (2024)
Yong Chen, Maolin Chen, Wei He, Jinshan Zeng, Min Huang, Yu-Bang Zheng
Thick Cloud Removal in Multitemporal Remote Sensing Images via Low-Rank Regularized Self-Supervised Network. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jia-Jie Yin, Heng-Chao Li, Yu-Bang Zheng, Gui Gao, Yuxin Hu, Ran Tao
Spatial-Temporal Weighted and Regularized Tensor Model for Infrared Dim and Small Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Peng-Ling Wu, Xi-Le Zhao, Meng Ding, Yu-Bang Zheng, Lu-Bin Cui, Ting-Zhu Huang
Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion. Knowl. Based Syst. 259 (2023)
Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du
Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification. WHISPERS (2023)
Yu-Le Wei, Yu-Bang Zheng, Rui Wang, Heng-Chao Li
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang
SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search. CoRR (2023)
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Wei He, Jae Kyu Choi, Yu-Bang Zheng
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Li-Yuan Li, Ting-Zhu Huang, Yu-Bang Zheng, Wen-Jie Zheng, Jie Lin, Guo-Cheng Wu, Xi-Le Zhao
Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Jian-Li Wang, Yu-Bang Zheng
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Zhi-Feng Pang
Nonlocal Patch-Based Fully Connected Tensor Network Decomposition for Multispectral Image Inpainting. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yun-Yang Liu, Xi-Le Zhao, Yu-Bang Zheng, Tian-Hui Ma, Hongyan Zhang
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao
Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors. J. Sci. Comput. 92 (1) (2022)
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors. CoRR (2021)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao, Tai-Xiang Jiang
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion. AAAI (2021)
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, Tai-Xiang Jiang, Yu-Bang Zheng
A novel non-convex low-rank tensor approximation model for hyperspectral image restoration. Appl. Math. Comput. 408 (2021)
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)
Lin Guo, Xi-Le Zhao, Xian-Ming Gu, Yong-Liang Zhao, Yu-Bang Zheng, Ting-Zhu Huang
Three-dimensional fractional total variation regularized tensor optimized model for image deblurring. Appl. Math. Comput. 404 (2021)
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Zhi-Feng Pang
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting. CoRR (2021)
Yun-Yang Liu, Xi-Le Zhao, Guang-Jing Song, Yu-Bang Zheng, Ting-Zhu Huang
Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem. CoRR (2021)
Xin Li, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Yu-Bang Zheng, Liang-Jian Deng
Adaptive total variation and second-order total variation-based model for low-rank tensor completion. Numer. Algorithms 86 (1) (2021)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Yong Chen, Wei He
Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
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)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Tian-Hui Ma, Teng-Yu Ji
Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization. IEEE Trans. Geosci. Remote. Sens. 58 (1) (2020)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma
-tubal rank and its convex relaxation for low-rank tensor recovery. Inf. Sci. 532 (2020)
Tian Lu, Xi-Le Zhao, Yu-Bang Zheng, Meng Ding, Xiao-Tong Li
Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity. GlobalSIP (2019)
Xiao-Tong Li, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Teng-Yu Ji, Ting-Zhu Huang
Low-rank tensor completion via combined non-local self-similarity and low-rank regularization. Neurocomputing 367 (2019)
Xi-Le Zhao, Xin Nie, Yu-Bang Zheng, Teng-Yu Ji, Ting-Zhu Huang
Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization. IEEE Access 7 (2019)
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Tian-Hui Ma, Yu-Bang Zheng
Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Jie Huang
Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization. IGARSS (2019)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery. CoRR (2018)