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Journal Articles
- 2024
[j22]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): 16 (2024)- [j21]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: 1-13 (2024) - [j20]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: 1-17 (2024) - 2023
- [j19]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: 110094 (2023) - [j18]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: 1-5 (2023) - [j17]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: 1-14 (2023) - [j16]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: 1-13 (2023) - 2022
- [j15]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): 8 (2022) - [j14]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: 1-5 (2022) - [j13]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: 1-17 (2022) - [j12]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: 1-16 (2022) - [j11]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: 1-14 (2022) - 2021
- [j10]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: 126224 (2021) - [j9]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: 126342 (2021) - [j8]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): 1-24 (2021) - [j7]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) - 2020
- [j6]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. Inf. Sci. 532: 170-189 (2020) - [j5]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): 734-749 (2020) - [j4]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): 8450-8464 (2020) - 2019
- [j3]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: 131888-131901 (2019) - [j2]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: 1-12 (2019) - [j1]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): 4951-4963 (2019)
Conference and Workshop Papers
- 2024
- [c7]Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang:
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective. CVPR 2024: 22413-22422 - [c6]Wen-Jie Zheng, Xiao-Xuan Bai, Yu-Bang Zheng, Ya-Ru Fan, Ting-Zhu Huang, Xi-Le Zhao:
Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images. IGARSS 2024: 8274-8277 - [c5]Xi-Hu Yang, Yu-Bang Zheng, Jia-Jie Yin, Shi-Jun Yang, Heng-Chao Li:
Infrared Small Target Detection Based on Weighted Tensor Average Rank Minimization and Directional Structure Tensor. IGARSS 2024: 9692-9695 - 2023
- [c4]Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du:
Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - 2021
- [c3]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: 11071-11078 - 2019
- [c2]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: 1-5 - [c1]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: 222-225
Informal and Other Publications
- 2023
- [i6]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 abs/2305.14912 (2023) - 2021
- [i5]Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng:
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors. CoRR abs/2102.12310 (2021) - [i4]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 abs/2109.05889 (2021) - [i3]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 abs/2110.08754 (2021) - 2020
- [i2]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) - 2018
- [i1]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 abs/1812.00688 (2018)
Coauthor Index
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