Xi-Le Zhao
Orcid: 0000-0002-6540-946X
According to our database1,
Xi-Le Zhao
authored at least 201 papers
between 2008 and 2025.
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Collaborative distances:
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Bibliography
2025
IEEE Trans. Pattern Anal. Mach. Intell., January, 2025
2024
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Convolutional Low-Rank Tensor Representation for Structural Missing Traffic Data Imputation.
IEEE Trans. Intell. Transp. Syst., November, 2024
An inexact proximal majorization-minimization algorithm for remote sensing image stripe noise removal.
Numer. Algorithms, November, 2024
Nonlinear Hierarchical Matrix Factorization-Based Tensor Ring Approximation for Multi-dimensional Image Recovery.
J. Sci. Comput., November, 2024
Nested Fully-Connected Tensor Network Decomposition for Multi-Dimensional Visual Data Recovery.
IEEE Trans. Circuits Syst. Video Technol., October, 2024
A Fast Algorithm for Rank-(L, M, N) Block Term Decomposition of Multi-Dimensional Data.
J. Sci. Comput., October, 2024
Multi-Dimensional Data Recovery via Feature-Based Fully-Connected Tensor Network Decomposition.
IEEE Trans. Big Data, August, 2024
CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion.
IEEE Trans. Neural Networks Learn. Syst., July, 2024
Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for Multi-Dimensional Visual Data Recovery.
IEEE Trans. Circuits Syst. Video Technol., May, 2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Appl. Math. Lett., April, 2024
Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition.
J. Sci. Comput., January, 2024
J. Comput. Appl. Math., January, 2024
IEEE Trans. Signal Process., 2024
Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network.
IEEE Trans. Image Process., 2024
Tensor Ring Decomposition-Based Generalized and Efficient Nonconvex Approach for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2024
Deep Domain Fidelity and Low-Rank Tensor Ring Regularization for Thick Cloud Removal of Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
Fast Large-Scale Hyperspectral Image Denoising via Noniterative Low-Rank Subspace Representation.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Computational Imaging, 2024
Superpixel-Oriented Thick Cloud Removal Method for Multitemporal Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2024
CoRR, 2024
CoRR, 2024
Hyperspectral and multispectral image fusion with arbitrary resolution through self-supervised representations.
CoRR, 2024
S3Net: Semi-self-supervised neural network for visibility enhancement of speckled images.
Comput. Electr. Eng., 2024
Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
Functional Transform-Based Low-Rank Tensor Factorization for Multi-dimensional Data Recovery.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
IEEE Trans. Circuits Syst. Video Technol., December, 2023
Knowl. Based Syst., October, 2023
Generalized nonconvex regularization for tensor RPCA and its applications in visual inpainting.
Appl. Intell., October, 2023
A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion.
SIAM J. Imaging Sci., September, 2023
IEEE Trans. Neural Networks Learn. Syst., February, 2023
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain.
IEEE Trans. Geosci. Remote. Sens., 2023
Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity.
IEEE Trans. Geosci. Remote. Sens., 2023
SelfS2: Self-Supervised Transfer Learning for Sentinel-2 Multispectral Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE Signal Process. Lett., 2023
Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-Based Block-Term Tensor Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2023
Irregular Tensor Representation for Superpixel- Guided Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett., 2023
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization.
IEEE Geosci. Remote. Sens. Lett., 2023
Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion.
Knowl. Based Syst., 2023
J. Comput. Appl. Math., 2023
SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search.
CoRR, 2023
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization.
CoRR, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Image Process., 2022
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.
IEEE Trans. Image Process., 2022
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting.
IEEE Trans. Image Process., 2022
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization.
IEEE Trans. Geosci. Remote. Sens., 2022
Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization.
IEEE Trans. Geosci. Remote. Sens., 2022
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., 2022
Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2022
Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation.
IEEE Trans. Geosci. Remote. Sens., 2022
Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery.
IEEE Trans. Cybern., 2022
Low-Rank Tensor Optimization With Nonlocal Plug-and-Play Regularizers for Snapshot Compressive Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE Signal Process. Lett., 2022
IEEE Signal Process. Lett., 2022
Total variation regularized nonlocal low-rank tensor train for spectral compressive imaging.
Signal Process., 2022
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence.
Signal Process., 2022
Numer. Linear Algebra Appl., 2022
Nonlocal Patch-Based Fully Connected Tensor Network Decomposition for Multispectral Image Inpainting.
IEEE Geosci. Remote. Sens. Lett., 2022
Nonlocal-based tensor-average-rank minimization and tensor transform-sparsity for 3D image denoising.
Knowl. Based Syst., 2022
Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering.
J. Vis. Commun. Image Represent., 2022
Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors.
J. Sci. Comput., 2022
Multi-Dimensional Image Recovery via Fully-Connected Tensor Network Decomposition Under the Learnable Transforms.
J. Sci. Comput., 2022
J. Sci. Comput., 2022
A New Tensor Multi-rank Approximation with Total Variation Regularization for Tensor Completion.
J. Sci. Comput., 2022
Uncertainty-Aware Unsupervised Image Deblurring with Deep Priors Guided by Domain Knowledge.
CoRR, 2022
Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting.
CoRR, 2022
Appl. Math. Lett., 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2021
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform.
IEEE Trans. Image Process., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Computational Imaging, 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Reconciling Hand-Crafted and Self-Supervised Deep Priors for Video Directional Rain Streaks Removal.
IEEE Signal Process. Lett., 2021
Adaptive total variation and second-order total variation-based model for low-rank tensor completion.
Numer. Algorithms, 2021
Endmember independence constrained hyperspectral unmixing via nonnegative tensor factorization.
Knowl. Based Syst., 2021
IEEE J. Sel. Top. Signal Process., 2021
CoRR, 2021
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting.
CoRR, 2021
CoRR, 2021
Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations.
Comput. Math. Appl., 2021
Sparsity reconstruction using nonconvex TGpV-shearlet regularization and constrained projection.
Appl. Math. Comput., 2021
A novel non-convex low-rank tensor approximation model for hyperspectral image restoration.
Appl. Math. Comput., 2021
Three-dimensional fractional total variation regularized tensor optimized model for image deblurring.
Appl. Math. Comput., 2021
IEEE Access, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Hyperspectral Denoising Via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Constrained Block-Term Tensor Decomposition-Based Hyperspectral Unmixing via Alternating Gradient Projection.
Proceedings of the 29th European Signal Processing Conference, 2021
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Image Process., 2020
Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition.
IEEE Trans. Image Process., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2020
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Cybern., 2020
Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
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., 2020
A Preconditioning Technique for All-at-Once System from the Nonlinear Tempered Fractional Diffusion Equation.
J. Sci. Comput., 2020
Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data.
J. Math. Imaging Vis., 2020
Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization.
J. Comput. Appl. Math., 2020
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm.
J. Comput. Appl. Math., 2020
Fast implicit integration factor method for nonlinear space Riesz fractional reaction-diffusion equations.
J. Comput. Appl. Math., 2020
Inf. Sci., 2020
Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising.
Neurocomputing, 2020
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Images and Videos Inpainting.
CoRR, 2020
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior.
CoRR, 2020
CoRR, 2020
A note on parallel preconditioning for the all-at-once solution of Riesz fractional diffusion equations.
CoRR, 2020
Appl. Math. Comput., 2020
Appl. Math. Comput., 2020
Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees.
Appl. Math. Comput., 2020
2019
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors.
IEEE Trans. Image Process., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Signal Process. Image Commun., 2019
A total variation and group sparsity based tensor optimization model for video rain streak removal.
Signal Process. Image Commun., 2019
Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation.
J. Sci. Comput., 2019
A limited-memory block bi-diagonal Toeplitz preconditioner for block lower triangular Toeplitz system from time-space fractional diffusion equation.
J. Comput. Appl. Math., 2019
Low-rank tensor completion via combined non-local self-similarity and low-rank regularization.
Neurocomputing, 2019
CoRR, 2019
Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise.
Comput. Math. Appl., 2019
Total variation with overlapping group sparsity for deblurring images under Cauchy noise.
Appl. Math. Comput., 2019
Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization.
IEEE Access, 2019
Joint-Sparse-Blocks Regression for Total Variation Regularized Hyperspectral Unmixing.
IEEE Access, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Rain Streaks Removal for Single Image Via Directional Total Variation Regularization.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
2018
Destriping of Multispectral Remote Sensing Image Using Low-Rank Tensor Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Double Reweighted Sparse Regression and Graph Regularization for Hyperspectral Unmixing.
Remote. Sens., 2018
Remote. Sens., 2018
Remote. Sens., 2018
Speckle noise removal in ultrasound images by first- and second-order total variation.
Numer. Algorithms, 2018
J. Frankl. Inst., 2018
Inf. Sci., 2018
CoRR, 2018
2017
Stripe noise removal of remote sensing images by total variation regularization and group sparsity constraint.
Remote. Sens., 2017
A variational approach for restoring images corrupted by noisy blur kernels and additive noise.
Numer. Linear Algebra Appl., 2017
J. Frankl. Inst., 2017
Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior.
Inf. Sci., 2017
Group sparsity based regularization model for remote sensing image stripe noise removal.
Neurocomputing, 2017
EURASIP J. Image Video Process., 2017
A novel nonconvex approach to recover the low-tubal-rank tensor data: when t-SVD meets PSSV.
CoRR, 2017
Comput. Intell. Neurosci., 2017
Image fusion via dynamic gradient sparsity and anisotropic spectral-spatial total variation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Multiplicative Noise and Blur Removal by Framelet Decomposition and l<sub>1</sub>-Based L-Curve Method.
IEEE Trans. Image Process., 2016
SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals.
IEEE Trans. Geosci. Remote. Sens., 2016
Multidimens. Syst. Signal Process., 2016
Inf. Sci., 2016
Inf. Sci., 2016
2015
Alternating Direction Method of Multipliers for Nonlinear Image Restoration Problems.
IEEE Trans. Image Process., 2015
Strang-type preconditioners for solving fractional diffusion equations by boundary value methods.
J. Comput. Appl. Math., 2015
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015
2014
SIAM J. Imaging Sci., 2014
Inf. Sci., 2014
Appl. Math. Comput., 2014
2013
IEEE Trans. Geosci. Remote. Sens., 2013
SIAM J. Sci. Comput., 2013
Sci. China Inf. Sci., 2013
2012
Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions.
Inf. Sci., 2012
Int. J. Comput. Math., 2012
2008