Xi-Le Zhao

226 papers A* 7B 3C 8Journal 205Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Degradation accordant plug-and-play for low-rank tensor recovery.
Pattern Recognit.
Yexun Hu, Zixin Tang, Tai-Xiang Jiang, Xi-Le Zhao, Guisong Liu
2026 J jnl
Dynamic Low-Rank Tensor Decomposition for Video Applications.
IEEE Trans. Circuits Syst. Video Technol.
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Teng-Yu Ji, Ben-Zheng Li
2026 J jnl
Inconsistent tensor-tensor product for low-rank tensor factorization.
Appl. Math. Lett.
Sheng Liu, Xi-Le Zhao, Qin Jiang
2026 A* conf
Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective.
AAAI
Tianqi Jiang, Liu Yang, Xi-Le Zhao, Zixuan Qin, Qinghua Hu
2026 J jnl
Neural Approximation and Its Applications.
CoRR
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Yisi Luo, Deyu Meng
2026 J jnl
Neural Operator-Grounded Continuous Tensor Function Representation and Its Applications.
CoRR
Ruoyang Su, Xi-Le Zhao, Sheng Liu, Wei-Hao Wu, Yisi Luo, Michael K. Ng
2026 J jnl
TenExp: Mixture-of-Experts-Based Tensor Decomposition Structure Search Framework.
CoRR
Ting-Wei Zhou, Xi-Le Zhao, Sheng Liu, Wei-Hao Wu, Yu-Bang Zheng, Deyu Meng
2026 J jnl
Tensor Multi-Subspace Representation for Remote Sensing Image Mixed Noise Removal.
IEEE Trans. Neural Networks Learn. Syst.
Jing-Hua Yang, Heng-Chao Li, Meng Ding, Xi-Le Zhao, Wen-Yu Hu
2026 J jnl
Topology-Induced Low-Rank Tensor Representation for Spatio-Temporal Traffic Data Imputation.
IEEE Trans. Knowl. Data Eng.
Zhi-Long Han, Ting-Zhu Huang, Xi-Le Zhao, Ben-Zheng Li, Meng Ding
2025 J jnl
A Unified Data-Aware Fidelity and Regularization Learning Paradigm for Thick Cloud Removal of Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Hao Peng, Ting-Zhu Huang, Xi-Le Zhao, Wei-Hao Wu, Jie Lin, Teng-Yu Ji
2025 J jnl
A Unified Sentinel-2 Imagery Thick Cloud Removal and Rescaling Framework From a Continuous Perspective.
IEEE Trans. Geosci. Remote. Sens.
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Xingwen Quan, Yu-Bang Zheng, Deyu Meng
2025 J jnl
An Arbitrary Mode-3 Dimensional Tensor-Tensor Product for Tensor Train Decomposition From Interaction Perspective.
IEEE Trans. Circuits Syst. Video Technol.
Qin Jiang, Xi-Le Zhao, Wei-Hao Wu, Wen-Jie Zheng, Jie Lin
2025 J jnl
An Unbalanced Optimal Transport-Based Approach for Robust Dictionary Learning.
IEEE Trans. Neural Networks Learn. Syst.
Shengjia Wang, Zhiguo Wang, Xi-Le Zhao, Xiaojing Shen
2025 J jnl
Bilateral Tensor Low-Rank Representation for Insufficient Observed Samples in Multidimensional Image Clustering and Recovery.
SIAM J. Imaging Sci.
Meng Ding, Xi-Le Zhao, Jing-Hua Yang, Zhengchun Zhou, Michael K. Ng
2025 J jnl
Block Tensor Ring Decomposition: Theory and Application.
IEEE Trans. Signal Process.
Sheng Liu, Xi-Le Zhao, Hao Zhang
2025 J jnl
Continuous Tensor Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Yiming Zeng, Xi-Le Zhao, Teng-Yu Ji, Wei-Hao Wu, Degang Wang, Lina Zhuang
2025 J jnl
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery.
IEEE Trans. Multim.
Ting-Wei Zhou, Xi-Le Zhao, Jian-Li Wang, Yi-Si Luo, Min Wang, Xiao-Xuan Bai, Hong Yan
2025 J jnl
Deep fully-connected tensor network decomposition for multi-dimensional signal recovery.
Signal Process.
Ruoyang Su, Xi-Le Zhao, Wei-Hao Wu, Sheng Liu, Junhua He
2025 J jnl
Dictionary-Based Block Term Decomposition for Third-Order Tensors.
SIAM J. Imaging Sci.
Ben-Zheng Li, Xi-Le Zhao, Hao Zhang, Delin Chu
2025 J jnl
Forecasting Urban Traffic States with Sparse Data Using Hankel Temporal Matrix Factorization.
INFORMS J. Comput.
Xinyu Chen, Xi-Le Zhao, Chun Cheng
2025 J jnl
Frequency-Aware Implicit Neural Representation for Multi-Dimensional Data Recovery.
IEEE Trans. Circuits Syst. Video Technol.
Ting-Wei Zhou, Xi-Le Zhao, Wei-Hao Wu, Jian-Li Wang, Yi-Si Luo
2025 J jnl
Frequency-Aware Tensor Network Decomposition for Multi-Dimensional Image Recovery.
J. Sci. Comput.
Zhi-Long Han, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Hao Zhang
2025 J jnl
Functional Tensor Singular Value Decomposition.
SIAM J. Sci. Comput.
Chuan Wang, Xi-Le Zhao, Yu-Bang Zheng, Ben-Zheng Li, Michael K. Ng
2025 J jnl
Gaussian Splatting-based Low-Rank Tensor Representation for Multi-Dimensional Image Recovery.
CoRR
Yiming Zeng, Xi-Le Zhao, Wei-Hao Wu, Teng-Yu Ji, Chao Wang
2025 J jnl
Hyperspectral Anomaly Detection Fused Unified Nonconvex Tensor Ring Factors Regularization.
CoRR
Wenjin Qin, Hailin Wang, Hao Shu, Feng Zhang, Jianjun Wang, Xiangyong Cao, Xi-Le Zhao, Gemine Vivone
2025 J jnl
Hyperspectral Anomaly Detection Fused Unified Nonconvex Tensor Ring Factors Regularization.
IEEE Trans. Geosci. Remote. Sens.
Wenjin Qin, Hailin Wang, Hao Shu, Feng Zhang, Jianjun Wang, Xiangyong Cao, Xi-Le Zhao, Gemine Vivone
2025 J jnl
IRTF: A new tensor factorization for irregular multidimensional data recovery.
Knowl. Based Syst.
Jinyu Xie, Hao Zhang, Xi-Le Zhao, Yi-Si Luo
2025 J jnl
Learnable Transform-Assisted Tensor Decomposition for Spatio-Irregular Multidimensional Data Recovery.
ACM Trans. Knowl. Discov. Data
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Shuqin Zhang, Jinyu Xie, Tai-Xiang Jiang, Michael K. Ng
2025 J jnl
NeuMatC: A General Neural Framework for Fast Parametric Matrix Operation.
CoRR
Chuan Wang, Xi-Le Zhao, Zhilong Han, Liang Li, Deyu Meng, Michael K. Ng
2025 J jnl
Nonconvex Low-Rank Tensor Representation for Multi-View Subspace Clustering With Insufficient Observed Samples.
IEEE Trans. Knowl. Data Eng.
Meng Ding, Jing-Hua Yang, Xi-Le Zhao, Jie Zhang, Michael K. Ng
2025 J jnl
Parameterized Low-Rank Regularizer for High-dimensional Visual Data.
Int. J. Comput. Vis.
Shuang Xu, Zixiang Zhao, Xiangyong Cao, Jiangjun Peng, Xi-Le Zhao, Deyu Meng, Yulun Zhang, Radu Timofte, Luc Van Gool
2025 J jnl
ProTD: Prompted Tensor Decomposition for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Bing-Zhang Fu, Ting-Zhu Huang, Xi-Le Zhao, Wei-Hao Wu, Hao Peng
2025 J jnl
Rank-revealing fully-connected tensor network decomposition and its application to tensor completion.
Pattern Recognit.
Yun-Yang Liu, Xi-Le Zhao, Gemine Vivone
2025 J jnl
Slice-Wise Irregular Tensor Decomposition and Its Application.
J. Sci. Comput.
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Lu-Bin Cui, Michael Ng
2025 J jnl
Sparse Aerial Ground Height Recovery Using Normalized Weighted Nonlocal Laplacian.
IEEE Trans. Instrum. Meas.
Yu Guo, Caiying Wu, Xi-Le Zhao, Qiyu Jin, Guoqing Chen, Michael Kwok-Po Ng
2025 J jnl
Tensor Robust Kernel PCA for Multidimensional Data.
IEEE Trans. Neural Networks Learn. Syst.
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Qibin Zhao
2025 J jnl
Tensor network decomposition for data recovery: Recent advancements and future prospects.
Neural Networks
Yu-Bang Zheng, Xi-Le Zhao, Heng-Chao Li, Chao Li, Ting-Zhu Huang, Qibin Zhao
2024 J jnl
A Fast Algorithm for Rank-(L, M, N) Block Term Decomposition of Multi-Dimensional Data.
J. Sci. Comput.
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Maolin Che
2024 C conf
Bi-Level Tensor Decomposition for Hyperspectral Image Restoration.
IGARSS
Yun-Yang Liu, Xi-Le Zhao, Jinyu Xie, Zhi Xu, Gemine Vivone
2024 J jnl
CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion.
IEEE Trans. Neural Networks Learn. Syst.
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yi-Si Luo, Tai-Xiang Jiang
2024 J jnl
Combining Low-Rank and Deep Plug-and-Play Priors for Snapshot Compressive Imaging.
IEEE Trans. Neural Networks Learn. Syst.
Yong Chen, Xinfeng Gui, Jinshan Zeng, Xi-Le Zhao, Wei He
2024 J jnl
Convolutional Low-Rank Tensor Representation for Structural Missing Traffic Data Imputation.
IEEE Trans. Intell. Transp. Syst.
Ben-Zheng Li, Xi-Le Zhao, Xinyu Chen, Meng Ding, Ryan Wen Liu
2024 J jnl
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery.
CoRR
Ting-Wei Zhou, Xi-Le Zhao, Jian-Li Wang, Yi-Si Luo, Min Wang, Xiao-Xuan Bai, Hong Yan
2024 J jnl
Deep Domain Fidelity and Low-Rank Tensor Ring Regularization for Thick Cloud Removal of Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Hao Peng, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin, Wei-Hao Wu, Li-Yuan Li
2024 J jnl
Fast Large-Scale Hyperspectral Image Denoising via Noniterative Low-Rank Subspace Representation.
IEEE Trans. Geosci. Remote. Sens.
Yong Chen, Jinshan Zeng, Wei He, Xi-Le Zhao, Tai-Xiang Jiang, Qing Huang
2024 C conf
Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images.
IGARSS
Wen-Jie Zheng, Xiao-Xuan Bai, Yu-Bang Zheng, Ya-Ru Fan, Ting-Zhu Huang, Xi-Le Zhao
2024 J jnl
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mengying Jiang, Yuanchao Su, Lianru Gao, Antonio Plaza, Xi-Le Zhao, Xu Sun, Guizhong Liu
2024 J jnl
Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network.
IEEE Trans. Image Process.
Yong Chen, Wenzhen Lai, Wei He, Xi-Le Zhao, Jinshan Zeng
2024 J jnl
Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for Multi-Dimensional Visual Data Recovery.
IEEE Trans. Circuits Syst. Video Technol.
Sheng Liu, Jinsong Leng, Xi-Le Zhao, Haijin Zeng, Yao Wang, Jing-Hua Yang
2024 J jnl
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent.
CoRR
Zhiyu Liu, Zhi Han, Yandong Tang, Xi-Le Zhao, Yao Wang
2024 J jnl
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent.
IEEE Trans. Signal Process.
Zhiyu Liu, Zhi Han, Yandong Tang, Xi-Le Zhao, Yao Wang
2024 J jnl
Multi-Dimensional Data Recovery via Feature-Based Fully-Connected Tensor Network Decomposition.
IEEE Trans. Big Data
Zhi-Long Han, Ting-Zhu Huang, Xi-Le Zhao, Hao Zhang, Yun-Yang Liu
2024 J jnl
Nested Fully-Connected Tensor Network Decomposition for Multi-Dimensional Visual Data Recovery.
IEEE Trans. Circuits Syst. Video Technol.
Zhi-Long Han, Ting-Zhu Huang, Xi-Le Zhao, Hao Zhang, Wei-Hao Wu
2024 J jnl
Nonlinear Hierarchical Matrix Factorization-Based Tensor Ring Approximation for Multi-dimensional Image Recovery.
J. Sci. Comput.
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Hao Zhang, Zhi-Long Han
2024 J jnl
Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition.
J. Sci. Comput.
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Ting-Zhu Huang
2024 J jnl
Revisiting High-Order Tensor Singular Value Decomposition From Basic Element Perspective.
IEEE Trans. Signal Process.
Sheng Liu, Xi-Le Zhao, Jinsong Leng, Ben-Zheng Li, Jing-Hua Yang, Xinyu Chen
2024 J jnl
S3Net: Semi-self-supervised neural network for visibility enhancement of speckled images.
Comput. Electr. Eng.
Ryan Wen Liu, Yu Guo, Yuxu Lu, Xi-Le Zhao, An-An Liu
2024 A* conf
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective.
CVPR
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang
2024 J jnl
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior.
IEEE Trans. Computational Imaging
Yu-Chun Miao, Xi-Le Zhao, Jian-Li Wang, Xiao Fu, Yao Wang
2024 J jnl
Superpixel-Oriented Thick Cloud Removal Method for Multitemporal Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Qin Jiang, Xi-Le Zhao, Jie Lin, Jinghua Yang, Jiangtao Peng, Tai-Xiang Jiang
2024 J jnl
Tensor Ring Decomposition-Based Generalized and Efficient Nonconvex Approach for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Wenjin Qin, Hailin Wang, Feng Zhang, Jianjun Wang, Xiangyong Cao, Xi-Le Zhao
2024 J jnl
Unsupervised video rain streaks removal with deep foreground-background modeling.
J. Comput. Appl. Math.
Jun-Hao Zhuang, Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Jun Liu
2023 J jnl
A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion.
SIAM J. Imaging Sci.
Ben-Zheng Li, Xi-Le Zhao, Xiongjun Zhang, Teng-Yu Ji, Xinyu Chen, Michael K. P. Ng
2023 — conf
Bilinear Hyperspectral Unmixing via Tensor Decomposition.
EUSIPCO
Meng Ding, Xiao Fu, Xi-Le Zhao
2023 J jnl
Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion.
IEEE Trans. Neural Networks Learn. Syst.
Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng
2023 J jnl
Fast and Structured Block-Term Tensor Decomposition for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Meng Ding, Xiao Fu, Xi-Le Zhao
2023 J jnl
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization.
IEEE Geosci. Remote. Sens. Lett.
Jia-Yi Li, Jinyu Xie, Yi-Si Luo, Xi-Le Zhao, Jian-Li Wang
2023 J jnl
Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Zhi-Xin Lin, Tian-Yu Ma, Xi-Le Zhao, Antonio Plaza, William J. Emery
2023 J jnl
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain.
IEEE Trans. Geosci. Remote. Sens.
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Wei He, Jae Kyu Choi, Yu-Bang Zheng
2023 J jnl
Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-Based Block-Term Tensor Decomposition.
IEEE Geosci. Remote. Sens. Lett.
Chuan Wang, Xi-Le Zhao, Hao Zhang, Ben-Zheng Li, Meng Ding
2023 J jnl
Irregular Tensor Representation for Superpixel- Guided Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett.
Yi-Jie Pan, Chun Wen, Xi-Le Zhao, Meng Ding, Jie Lin, Ya-Ru Fan
2023 A* conf
Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning.
ACM Multimedia
Wenrui Li, Xi-Le Zhao, Zhengyu Ma, Xingtao Wang, Xiaopeng Fan, Yonghong Tian
2023 J jnl
Reweighted sparse unmixing for hyperspectral images with noise level estimation.
J. Comput. Appl. Math.
Si Wang, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang
2023 J jnl
SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search.
CoRR
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang
2023 J jnl
SelfS2: Self-Supervised Transfer Learning for Sentinel-2 Multispectral Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiao Qian, Tai-Xiang Jiang, Xi-Le Zhao
2023 J jnl
Superpixel-based robust tensor low-rank approximation for multimedia data recovery.
Knowl. Based Syst.
Qin Jiang, Xi-Le Zhao, Jie Lin, Yaru Fan, Jiangtao Peng, Guo-Cheng Wu
2023 J jnl
Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion.
Knowl. Based Syst.
Peng-Ling Wu, Xi-Le Zhao, Meng Ding, Yu-Bang Zheng, Lu-Bin Cui, Ting-Zhu Huang
2023 J jnl
Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity.
IEEE Trans. Geosci. Remote. Sens.
Li-Yuan Li, Ting-Zhu Huang, Yu-Bang Zheng, Wen-Jie Zheng, Jie Lin, Guo-Cheng Wu, Xi-Le Zhao
2023 J jnl
Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens.
Jian-Li Wang, Xi-Le Zhao, Heng-Chao Li, Ke-Xiang Cao, Jiaqing Miao, Ting-Zhu Huang
2023 J jnl
Untrained Low-Rank Neural Network Prior for Multi-Dimensional Image Recovery.
IEEE Signal Process. Lett.
Wei-Hao Wu, Ting-Zhu Huang, Hao Zhang, Jian-Li Wang, Xi-Le Zhao
2022 J jnl
A New Tensor Multi-rank Approximation with Total Variation Regularization for Tensor Completion.
J. Sci. Comput.
Shan-Qi Duan, Xue-Feng Duan, Xi-Le Zhao
2022 J jnl
A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Teng-Yu Ji, Delin Chu, Xi-Le Zhao, Danfeng Hong
2022 J jnl
A fast sketching-based algorithm for rank-(L, L, 1) block term decomposition.
Appl. Math. Lett.
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao
2022 J jnl
Adaptive Hyperspectral Mixed Noise Removal.
IEEE Trans. Geosci. Remote. Sens.
Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Xi-Le Zhao, José M. Bioucas-Dias
2022 J jnl
Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors.
IEEE Signal Process. Lett.
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Yu-Chun Miao
2022 A* conf
Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion.
IJCAI
Yexun Hu, Tai-Xiang Jiang, Xi-Le Zhao
2022 J jnl
Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering.
J. Vis. Commun. Image Represent.
Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Jin-Fan Hu
2022 J jnl
Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Yong Chen, Wei He, Xi-Le Zhao, Ting-Zhu Huang, Jinshan Zeng, Hui Lin
2022 J jnl
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing.
CoRR
Meng Ding, Xiao Fu, Xi-Le Zhao
2022 J jnl
Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors.
IEEE Trans. Geosci. Remote. Sens.
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
2022 J jnl
Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation.
IEEE Trans. Geosci. Remote. Sens.
Yong Chen, Ting-Zhu Huang, Wei He, Xi-Le Zhao, Hongyan Zhang, Jinshan Zeng
2022 J jnl
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior.
IEEE Trans. Geosci. Remote. Sens.
Wei-Hao Wu, Ting-Zhu Huang, Xi-Le Zhao, Jian-Li Wang, Yu-Bang Zheng
2022 J jnl
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization.
IEEE Trans. Geosci. Remote. Sens.
Yun-Yang Liu, Xi-Le Zhao, Yu-Bang Zheng, Tian-Hui Ma, Hongyan Zhang
2022 J jnl
Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Yong Chen, Jinshan Zeng, Wei He, Xi-Le Zhao, Ting-Zhu Huang
2022 J jnl
Low-Rank Tensor Completion Method for Implicitly Low-Rank Visual Data.
IEEE Signal Process. Lett.
Teng-Yu Ji, Xi-Le Zhao, Dong-Lin Sun
2022 J jnl
Low-Rank Tensor Optimization With Nonlocal Plug-and-Play Regularizers for Snapshot Compressive Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huan Li, Xi-Le Zhao, Jie Lin, Yong Chen
2022 J jnl
Multi-Dimensional Image Recovery via Fully-Connected Tensor Network Decomposition Under the Learnable Transforms.
J. Sci. Comput.
Chengyao Lyu, Xi-Le Zhao, Ben-Zheng Li, Hao Zhang, Ting-Zhu Huang
2022 J jnl
Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery.
IEEE Trans. Cybern.
Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang
2022 J jnl
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting.
IEEE Trans. Image Process.
Zhigang Jia, Qiyu Jin, Michael K. Ng, Xi-Le Zhao
2022 J jnl
Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion.
J. Sci. Comput.
Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiongjun Zhang, Ting-Zhu Huang
2022 J jnl
Nonlocal Patch-Based Fully Connected Tensor Network Decomposition for Multispectral Image Inpainting.
IEEE Geosci. Remote. Sens. Lett.
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Zhi-Feng Pang
2022 J jnl
Nonlocal-based tensor-average-rank minimization and tensor transform-sparsity for 3D image denoising.
Knowl. Based Syst.
Zhi-Yuan Chen, Xi-Le Zhao, Jie Lin, Yong Chen
2022 J jnl
Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting.
CoRR
Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao, Nicolas Saunier, Lijun Sun
2022 J jnl
Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization.
IEEE Trans. Geosci. Remote. Sens.
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Yong Chen, Qiang Zhang, Qiangqiang Yuan
2022 J jnl
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.
IEEE Trans. Image Process.
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li
2022 J jnl
Tensor Completion via Complementary Global, Local, and Nonlocal Priors.
IEEE Trans. Image Process.
Xi-Le Zhao, Jinghua Yang, Tian-Hui Ma, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang
2022 J jnl
Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors.
J. Sci. Comput.
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao
2022 J jnl
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence.
Signal Process.
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma
2022 J jnl
Total variation regularized nonlocal low-rank tensor train for spectral compressive imaging.
Signal Process.
Yao Wang, Yishan Han, Kaidong Wang, Xi-Le Zhao
2022 A* conf
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity.
CVPR
Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu, Xi-Le Zhao, Luxin Yan, Yonghong Tian
2021 C conf
A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images.
IGARSS
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Meng Ding, Yong Chen, Tai-Xiang Jiang
2021 J jnl
A Tensor Subspace Representation-Based Method for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Lina Zhuang
2021 J jnl
A novel non-convex low-rank tensor approximation model for hyperspectral image restoration.
Appl. Math. Comput.
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, Tai-Xiang Jiang, Yu-Bang Zheng
2021 J jnl
Adaptive total variation and second-order total variation-based model for low-rank tensor completion.
Numer. Algorithms
Xin Li, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Yu-Bang Zheng, Liang-Jian Deng
2021 — conf
Constrained Block-Term Tensor Decomposition-Based Hyperspectral Unmixing via Alternating Gradient Projection.
EUSIPCO
Meng Ding, Xiao Fu, Ting-Zhu Huang, Xi-Le Zhao
2021 J jnl
Endmember independence constrained hyperspectral unmixing via nonnegative tensor factorization.
Knowl. Based Syst.
Jin-Ju Wang, Ding-Cheng Wang, Ting-Zhu Huang, Jie Huang, Xi-Le Zhao, Liang-Jian Deng
2021 C conf
Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing.
IGARSS
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Jie Lin, Jinghua Yang
2021 J jnl
Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations.
Comput. Math. Appl.
Huan-Yan Jian, Ting-Zhu Huang, Xian-Ming Gu, Xi-Le Zhao, Yong-Liang Zhao
2021 A* conf
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion.
AAAI
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao, Tai-Xiang Jiang
2021 J jnl
Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem.
CoRR
Yun-Yang Liu, Xi-Le Zhao, Guang-Jing Song, Yu-Bang Zheng, Ting-Zhu Huang
2021 J jnl
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors.
CoRR
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
2021 C conf
Hyperspectral Denoising Via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior.
IGARSS
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Tai-Xiang Jiang
2021 J jnl
Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tian-Hui Ma, Zongben Xu, Deyu Meng, Xi-Le Zhao
2021 J jnl
Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang
2021 J jnl
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling.
IEEE J. Sel. Top. Signal Process.
Meng Ding, Xiao Fu, Ting-Zhu Huang, Jun Wang, Xi-Le Zhao
2021 J jnl
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform.
IEEE Trans. Image Process.
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng
2021 J jnl
Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion.
CoRR
Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiongjun Zhang, Ting-Zhu Huang
2021 J jnl
Nonlocal Block-Term Decomposition for Hyperspectral Image Mixed Noise Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ze-Yu Zeng, Ting-Zhu Huang, Yong Chen, Xi-Le Zhao
2021 J jnl
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting.
CoRR
Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Zhi-Feng Pang
2021 J jnl
Nonlocal Tensor-Based Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jie Huang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng
2021 J jnl
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Yi Chang, Ting-Zhu Huang
2021 J jnl
Reconciling Hand-Crafted and Self-Supervised Deep Priors for Video Directional Rain Streaks Removal.
IEEE Signal Process. Lett.
Jun-Hao Zhuang, Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang
2021 J jnl
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.
CoRR
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li
2021 J jnl
Sparsity reconstruction using nonconvex TGpV-shearlet regularization and constrained projection.
Appl. Math. Comput.
Tingting Wu, Michael K. Ng, Xi-Le Zhao
2021 J jnl
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms.
IEEE Trans. Computational Imaging
Ben-Zheng Li, Xi-Le Zhao, Jian-Li Wang, Yong Chen, Tai-Xiang Jiang, Jun Liu
2021 J jnl
Three-dimensional fractional total variation regularized tensor optimized model for image deblurring.
Appl. Math. Comput.
Lin Guo, Xi-Le Zhao, Xian-Ming Gu, Yong-Liang Zhao, Yu-Bang Zheng, Ting-Zhu Huang
2020 J jnl
A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Gemine Vivone, Jiaqing Miao, Jin-Fan Hu, Xi-Le Zhao
2020 J jnl
A Preconditioning Technique for All-at-Once System from the Nonlinear Tempered Fractional Diffusion Equation.
J. Sci. Comput.
Yong-Liang Zhao, Pei-Yong Zhu, Xian-Ming Gu, Xi-Le Zhao, Huan-Yan Jian
2020 J jnl
A convex single image dehazing model via sparse dark channel prior.
Appl. Math. Comput.
Yugang Wang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Teng-Yu Ji
2020 J jnl
A note on parallel preconditioning for the all-at-once solution of Riesz fractional diffusion equations.
CoRR
Xian-Ming Gu, Yong-Liang Zhao, Xi-Le Zhao, Bruno Carpentieri, Yu-Yun Huang
2020 J jnl
Cauchy noise removal using group-based low-rank prior.
Appl. Math. Comput.
Meng Ding, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Jinghua Yang
2020 J jnl
Deep plug-and-play prior for low-rank tensor completion.
Neurocomputing
Xi-Le Zhao, Wen-Hao Xu, Tai-Xiang Jiang, Yao Wang, Michael K. Ng
2020 J jnl
Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion.
CoRR
Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng
2020 J jnl
Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Yong Chen, Wei He
2020 J jnl
Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising.
Neurocomputing
Xi-Le Zhao, Hao Zhang, Tai-Xiang Jiang, Michael K. Ng, Xiongjun Zhang
2020 J jnl
Fast implicit integration factor method for nonlinear space Riesz fractional reaction-diffusion equations.
J. Comput. Appl. Math.
Huan-Yan Jian, Ting-Zhu Huang, Xian-Ming Gu, Xi-Le Zhao, Yong-Liang Zhao
2020 J jnl
Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations.
CoRR
Huan-Yan Jian, Ting-Zhu Huang, Xian-Ming Gu, Xi-Le Zhao, Yong-Liang Zhao
2020 J jnl
Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion.
IEEE Trans. Image Process.
Tai-Xiang Jiang, Michael K. Ng, Xi-Le Zhao, Ting-Zhu Huang
2020 J jnl
Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition.
IEEE Trans. Image Process.
Yong Chen, Ting-Zhu Huang, Wei He, Naoto Yokoya, Xi-Le Zhao
2020 J jnl
Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Jie Huang
2020 J jnl
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Kaidong Wang, Yao Wang, Xi-Le Zhao, Jonathan Cheung-Wai Chan, Zongben Xu, Deyu Meng
2020 J jnl
Low-rank tensor train for tensor robust principal component analysis.
Appl. Math. Comput.
Jinghua Yang, Xi-Le Zhao, Teng-Yu Ji, Tian-Hui Ma, Ting-Zhu Huang
2020 J jnl
Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization.
IEEE Trans. Geosci. Remote. Sens.
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Tian-Hui Ma, Teng-Yu Ji
2020 J jnl
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm.
J. Comput. Appl. Math.
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng
2020 J jnl
Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang, Xi-Le Zhao
2020 J jnl
Patched-tube unitary transform for robust tensor completion.
Pattern Recognit.
Michael K. Ng, Xiongjun Zhang, Xi-Le Zhao
2020 J jnl
Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization.
J. Comput. Appl. Math.
Jinghua Yang, Xi-Le Zhao, Tian-Hui Ma, Yong Chen, Ting-Zhu Huang, Meng Ding
2020 J jnl
Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees.
Appl. Math. Comput.
Hong-Xia Dou, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Jun Liu
2020 J jnl
Spectrum Cartography via Coupled Block-Term Tensor Decomposition.
IEEE Trans. Signal Process.
Guoyong Zhang, Xiao Fu, Jun Wang, Xi-Le Zhao, Mingyi Hong
2020 J jnl
Tensor
Inf. Sci.
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma
2020 J jnl
Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data.
J. Math. Imaging Vis.
Xue-lei Lin, Michael K. Ng, Xi-Le Zhao
2020 J jnl
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence.
CoRR
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma
2020 J jnl
Tensor train rank minimization with nonlocal self-similarity for tensor completion.
CoRR
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Michael K. Ng, Tian-Hui Ma
2020 J jnl
Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Yi Chang, Meiya Chen, Luxin Yan, Xi-Le Zhao, Yi Li, Sheng Zhong
2020 J jnl
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior.
CoRR
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang
2020 J jnl
Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration.
IEEE Trans. Cybern.
Yi Chang, Luxin Yan, Xi-Le Zhao, Houzhang Fang, Zhijun Zhang, Sheng Zhong
2019 J jnl
A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition.
CoRR
Wen-Hao Xu, Xi-Le Zhao, Michael Kwok-Po Ng
2019 J jnl
A limited-memory block bi-diagonal Toeplitz preconditioner for block lower triangular Toeplitz system from time-space fractional diffusion equation.
J. Comput. Appl. Math.
Yong-Liang Zhao, Pei-Yong Zhu, Xian-Ming Gu, Xi-Le Zhao, Jianxiong Cao
2019 J jnl
A sheared low-rank model for oblique stripe removal.
Appl. Math. Comput.
Jian-Li Wang, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Yong Chen
2019 J jnl
A total variation and group sparsity based tensor optimization model for video rain streak removal.
Signal Process. Image Commun.
Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Tian-Hui Ma, Yue-Tian Zhang, Ting-Zhu Huang
2019 C conf
Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections.
IGARSS
Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng
2019 J jnl
Constrained low-tubal-rank tensor recovery for hyperspectral images mixed noise removal by bilateral random projections.
CoRR
Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng
2019 J jnl
Deep Plug-and-play Prior for Low-rank Tensor Completion.
CoRR
Wen-Hao Xu, Xi-Le Zhao, Tai-Xiang Jiang, Yao Wang, Michael K. Ng
2019 J jnl
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors.
IEEE Trans. Image Process.
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang
2019 J jnl
Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion.
CoRR
Tai-Xiang Jiang, Michael K. Ng, Xi-Le Zhao, Ting-Zhu Huang
2019 C conf
Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization.
IGARSS
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Jie Huang
2019 J jnl
Joint-Sparse-Blocks Regression for Total Variation Regularized Hyperspectral Unmixing.
IEEE Access
Jie Huang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng
2019 J jnl
Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jie Huang, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao
2019 J jnl
Laplace function based nonconvex surrogate for low-rank tensor completion.
Signal Process. Image Commun.
Wen-Hao Xu, Xi-Le Zhao, Teng-Yu Ji, Jiaqing Miao, Tian-Hui Ma, Si Wang, Ting-Zhu Huang
2019 J jnl
Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation.
J. Sci. Comput.
Meng Ding, Ting-Zhu Huang, Teng-Yu Ji, Xi-Le Zhao, Jinghua Yang
2019 J jnl
Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization.
IEEE Access
Xi-Le Zhao, Xin Nie, Yu-Bang Zheng, Teng-Yu Ji, Ting-Zhu Huang
2019 J jnl
Low-rank tensor completion via combined non-local self-similarity and low-rank regularization.
Neurocomputing
Xiao-Tong Li, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Teng-Yu Ji, Ting-Zhu Huang
2019 B conf
Rain Streaks Removal for Single Image Via Directional Total Variation Regularization.
ICIP
Yugang Wang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Tai-Xiang Jiang
2019 J jnl
Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Tian-Hui Ma, Yu-Bang Zheng
2019 J jnl
Row-Sparsity Spectral Unmixing via Total Variation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jin-Ju Wang, Ting-Zhu Huang, Jie Huang, Hong-Xia Dou, Liang-Jian Deng, Xi-Le Zhao
2019 — conf
Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity.
GlobalSIP
Tian Lu, Xi-Le Zhao, Yu-Bang Zheng, Meng Ding, Xiao-Tong Li
2019 J jnl
Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise.
Comput. Math. Appl.
Jinghua Yang, Xi-Le Zhao, Jin-Jin Mei, Si Wang, Tian-Hui Ma, Ting-Zhu Huang
2019 J jnl
Total variation with overlapping group sparsity for deblurring images under Cauchy noise.
Appl. Math. Comput.
Meng Ding, Ting-Zhu Huang, Si Wang, Jin-Jin Mei, Xi-Le Zhao
2018 J jnl
A Framelet-Based Iterative Pan-Sharpening Approach.
Remote. Sens.
Ziyao Zhang, Ting-Zhu Huang, Liang-Jian Deng, Jie Huang, Xi-Le Zhao, Chao-Chao Zheng
2018 J jnl
Destriping of Multispectral Remote Sensing Image Using Low-Rank Tensor Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yong Chen, Ting-Zhu Huang, Xi-Le Zhao
2018 J jnl
Directional
Remote. Sens.
Hong-Xia Dou, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Jie Huang
2018 J jnl
Double Reweighted Sparse Regression and Graph Regularization for Hyperspectral Unmixing.
Remote. Sens.
Si Wang, Ting-Zhu Huang, Xi-Le Zhao, Gang Liu, Yougan Cheng
2018 J jnl
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors.
CoRR
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang
2018 J jnl
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yao Wang, Jiangjun Peng, Qian Zhao, Yee Leung, Xi-Le Zhao, Deyu Meng
2018 J jnl
Matrix factorization for low-rank tensor completion using framelet prior.
Inf. Sci.
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Liang-Jian Deng
2018 J jnl
Multispectral Image Denoising via Nonlocal Multitask Sparse Learning.
Remote. Sens.
Yaru Fan, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Shanxiong Fan
2018 J jnl
Rain Streak Removal for Single Image via Kernel Guided CNN.
CoRR
Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Yi Chang, Ting-Zhu Huang
2018 J jnl
Second order total generalized variation for speckle reduction in ultrasound images.
J. Frankl. Inst.
Jin-Jin Mei, Ting-Zhu Huang, Si Wang, Xi-Le Zhao
2018 J jnl
Speckle noise removal in ultrasound images by first- and second-order total variation.
Numer. Algorithms
Si Wang, Ting-Zhu Huang, Xi-Le Zhao, Jin-Jin Mei, Jie Huang
2018 J jnl
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery.
CoRR
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma
2017 A* conf
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors.
CVPR
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang
2017 J jnl
A novel nonconvex approach to recover the low-tubal-rank tensor data: when t-SVD meets PSSV.
CoRR
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng
2017 J jnl
Cartoon-texture image decomposition via non-convex low-rank texture regularization.
J. Frankl. Inst.
Yaru Fan, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao
2017 J jnl
Group sparsity based regularization model for remote sensing image stripe noise removal.
Neurocomputing
Yong Chen, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Min Wang
2017 B conf
Group-based truncated l1-2 model for image inpainting.
ICIP
Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang, Xi-Le Zhao
2017 J jnl
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition.
CoRR
Yao Wang, Jiangjun Peng, Qian Zhao, Deyu Meng, Yee Leung, Xi-Le Zhao
2017 J jnl
Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior.
Inf. Sci.
Tian-Hui Ma, Ting-Zhu Huang, Xi-Le Zhao, Yifei Lou
2017 B conf
Image fusion via dynamic gradient sparsity and anisotropic spectral-spatial total variation.
ICIP
Chao-Chao Zheng, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao, Hong-Xia Dou
2017 J jnl
Patch-Based Principal Component Analysis for Face Recognition.
Comput. Intell. Neurosci.
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma
2017 J jnl
Stripe noise removal of remote sensing images by total variation regularization and group sparsity constraint.
Remote. Sens.
Yong Chen, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Jie Huang
2017 J jnl
Super-resolution via a fast deconvolution with kernel estimation.
EURASIP J. Image Video Process.
Han Yu, Ting-Zhu Huang, Liang-Jian Deng, Xi-Le Zhao
2016 J jnl
Group-based image decomposition using 3-D cartoon and texture priors.
Inf. Sci.
Tian-Hui Ma, Ting-Zhu Huang, Xi-Le Zhao
2016 J jnl
Multiplicative Noise and Blur Removal by Framelet Decomposition and l
IEEE Trans. Image Process.
Fan Wang, Xi-Le Zhao, Michael K. Ng
2016 J jnl
Tensor completion using total variation and low-rank matrix factorization.
Inf. Sci.
Teng-Yu Ji, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, Gang Liu
2015 J jnl
Alternating Direction Method of Multipliers for Nonlinear Image Restoration Problems.
IEEE Trans. Image Process.
Chuan Chen, Michael K. Ng, Xi-Le Zhao
2015 C conf
Heaviside image edge sharpening.
MMSP
Liang-Jian Deng, Weihong Guo, Ting-Zhu Huang, Xi-Le Zhao
2015 J jnl
Strang-type preconditioners for solving fractional diffusion equations by boundary value methods.
J. Comput. Appl. Math.
Xian-Ming Gu, Ting-Zhu Huang, Xi-Le Zhao, Hou-Biao Li, Liang Li
2014 J jnl
A New Convex Optimization Model for Multiplicative Noise and Blur Removal.
SIAM J. Imaging Sci.
Xi-Le Zhao, Fan Wang, Michael K. Ng
2014 J jnl
Circulant preconditioned iterative methods for peridynamic model simulation.
Appl. Math. Comput.
Xian-Ming Gu, Ting-Zhu Huang, Xi-Le Zhao, Wei-Ru Xu, Hou-Biao Li, Liang Li
2014 J jnl
Two soft-thresholding based iterative algorithms for image deblurring.
Inf. Sci.
Jie Huang, Ting-Zhu Huang, Xi-Le Zhao, Zongben Xu, Xiao-Guang Lv
2013 J jnl
Deblurring and Sparse Unmixing for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Xi-Le Zhao, Fan Wang, Ting-Zhu Huang, Michael K. Ng, Robert J. Plemmons
2013 J jnl
Image restoration with shifting reflective boundary conditions.
Sci. China Inf. Sci.
Jie Huang, Ting-Zhu Huang, Xi-Le Zhao, Zongben Xu
2013 J jnl
Total Variation Structured Total Least Squares Method for Image Restoration.
SIAM J. Sci. Comput.
Xi-Le Zhao, Wei Wang, Tieyong Zeng, Ting-Zhu Huang, Michael K. Ng
2012 J jnl
DCT- and DST-based splitting methods for Toeplitz systems.
Int. J. Comput. Math.
Xi-Le Zhao, Ting-Zhu Huang, Shi-Liang Wu, Yan-Fei Jing
2012 J jnl
Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions.
Inf. Sci.
Xiao-Guang Lv, Ting-Zhu Huang, Zongben Xu, Xi-Le Zhao
2008 J jnl
On the inverse of a general pentadiagonal matrix.
Appl. Math. Comput.
Xi-Le Zhao, Ting-Zhu Huang