Xi-Le Zhao

Deyu Meng

CoRR, 2024

2023

Skeleton Neural Networks via Low-Rank Guided Filter Pruning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., December, 2023

Superpixel-based robust tensor low-rank approximation for multimedia data recovery.

[BibT_eX]

[DOI]

Knowl. Based Syst., October, 2023

Generalized nonconvex regularization for tensor RPCA and its applications in visual inpainting.

[BibT_eX]

[DOI]

Appl. Intell., October, 2023

A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., September, 2023

Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2023

Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

SelfS2: Self-Supervised Transfer Learning for Sentinel-2 Multispectral Image Super-Resolution.

[BibT_eX]

[DOI]

Xiao Qian

Tai-Xiang Jiang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Fast and Structured Block-Term Tensor Decomposition for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Meng Ding

Xiao Fu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Untrained Low-Rank Neural Network Prior for Multi-Dimensional Image Recovery.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2023

Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-Based Block-Term Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

Irregular Tensor Representation for Superpixel- Guided Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Reweighted sparse unmixing for hyperspectral images with noise level estimation.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2023

An inexact proximal majorization-minimization Algorithm for remote sensing image stripe noise removal.

[BibT_eX]

[DOI]

CoRR, 2023

SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search.

[BibT_eX]

[DOI]

CoRR, 2023

H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization.

[BibT_eX]

[DOI]

CoRR, 2023

Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Bilinear Hyperspectral Unmixing via Tensor Decomposition.

[BibT_eX]

[DOI]

Meng Ding

Xiao Fu

Proceedings of the 31st European Signal Processing Conference, 2023

Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Tensor Completion via Complementary Global, Local, and Nonlocal Priors.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Hyperspectral Mixed Noise Removal.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Low-Rank Tensor Optimization With Nonlocal Plug-and-Play Regularizers for Snapshot Compressive Imaging.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Low-Rank Tensor Completion Method for Implicitly Low-Rank Visual Data.

[BibT_eX]

[DOI]

Teng-Yu Ji

Dong-Lin Sun

IEEE Signal Process. Lett., 2022

Total variation regularized nonlocal low-rank tensor train for spectral compressive imaging.

[BibT_eX]

[DOI]

Signal Process., 2022

Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence.

[BibT_eX]

[DOI]

Signal Process., 2022

Fast randomized tensor singular value thresholding for low-rank tensor optimization.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2022

Nonlocal Patch-Based Fully Connected Tensor Network Decomposition for Multispectral Image Inpainting.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Nonlocal-based tensor-average-rank minimization and tensor transform-sparsity for 3D image denoising.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Exemplar-based image inpainting using adaptive two-stage structure-tensor based priority function and nonlocal filtering.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2022

Tensor Completion via Fully-Connected Tensor Network Decomposition with Regularized Factors.

[BibT_eX]

[DOI]

J. Sci. Comput., 2022

Multi-Dimensional Image Recovery via Fully-Connected Tensor Network Decomposition Under the Learnable Transforms.

[BibT_eX]

[DOI]

J. Sci. Comput., 2022

Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion.

[BibT_eX]

[DOI]

J. Sci. Comput., 2022

A New Tensor Multi-rank Approximation with Total Variation Regularization for Tensor Completion.

[BibT_eX]

[DOI]

Shan-Qi Duan

Xue-Feng Duan

J. Sci. Comput., 2022

Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity.

[BibT_eX]

[DOI]

CoRR, 2022

Uncertainty-Aware Unsupervised Image Deblurring with Deep Priors Guided by Domain Knowledge.

[BibT_eX]

[DOI]

CoRR, 2022

Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2022

A fast sketching-based algorithm for rank-(L, L, 1) block term decomposition.

[BibT_eX]

[DOI]

Hao Zhang

Appl. Math. Lett., 2022

UConNet: Unsupervised Controllable Network for Image and Video Deraining.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion.

[BibT_eX]

[DOI]

Yexun Hu

Tai-Xiang Jiang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

A Tensor Subspace Representation-Based Method for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Nonlocal Tensor-Based Sparse Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Tensor Completion Via Collaborative Sparse and Low-Rank Transforms.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2021

Nonlocal Block-Term Decomposition for Hyperspectral Image Mixed Noise Removal.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Reconciling Hand-Crafted and Self-Supervised Deep Priors for Video Directional Rain Streaks Removal.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Adaptive total variation and second-order total variation-based model for low-rank tensor completion.

[BibT_eX]

[DOI]

Numer. Algorithms, 2021

Endmember independence constrained hyperspectral unmixing via nonnegative tensor factorization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem.

[BibT_eX]

[DOI]

CoRR, 2021

Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting.

[BibT_eX]

[DOI]

CoRR, 2021

Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors.

[BibT_eX]

[DOI]

CoRR, 2021

Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2021

Sparsity reconstruction using nonconvex TGpV-shearlet regularization and constrained projection.

[BibT_eX]

[DOI]

Tingting Wu

Appl. Math. Comput., 2021

A novel non-convex low-rank tensor approximation model for hyperspectral image restoration.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2021

Three-dimensional fractional total variation regularized tensor optimized model for image deblurring.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2021

Assessment of Extreme Communication Environment With Ultralow SNR: A Benchmark.

[BibT_eX]

[DOI]

Lei Zhang

Xin Li

IEEE Access, 2021

Unsupervised Image Deraining: Optimization Model Driven Deep CNN.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Constrained Block-Term Tensor Decomposition-Based Hyperspectral Unmixing via Alternating Gradient Projection.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Spectrum Cartography via Coupled Block-Term Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing.

[BibT_eX]

[DOI]

Kaidong Wang

Yao Wang

Jonathan Cheung-Wai Chan

Zongben Xu

Deyu Meng

IEEE Trans. Geosci. Remote. Sens., 2020

Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Patched-tube unitary transform for robust tensor completion.

[BibT_eX]

[DOI]

Xiongjun Zhang

Pattern Recognit., 2020

A Preconditioning Technique for All-at-Once System from the Nonlinear Tempered Fractional Diffusion Equation.

[BibT_eX]

[DOI]

J. Sci. Comput., 2020

Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data.

[BibT_eX]

[DOI]

Xue-Lei Lin

J. Math. Imaging Vis., 2020

Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2020

Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2020

Fast implicit integration factor method for nonlinear space Riesz fractional reaction-diffusion equations.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2020

Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Deep plug-and-play prior for low-rank tensor completion.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Images and Videos Inpainting.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior.

[BibT_eX]

[DOI]

CoRR, 2020

Tensor train rank minimization with nonlocal self-similarity for tensor completion.

[BibT_eX]

[DOI]

CoRR, 2020

A note on parallel preconditioning for the all-at-once solution of Riesz fractional diffusion equations.

[BibT_eX]

[DOI]

CoRR, 2020

Low-rank tensor train for tensor robust principal component analysis.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2020

A convex single image dehazing model via sparse dark channel prior.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2020

Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2020

Cauchy noise removal using group-based low-rank prior.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2020

2019

FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Row-Sparsity Spectral Unmixing via Total Variation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Laplace function based nonconvex surrogate for low-rank tensor completion.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2019

A total variation and group sparsity based tensor optimization model for video rain streak removal.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2019

Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation.

[BibT_eX]

[DOI]

J. Sci. Comput., 2019

A limited-memory block bi-diagonal Toeplitz preconditioner for block lower triangular Toeplitz system from time-space fractional diffusion equation.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2019

Low-rank tensor completion via combined non-local self-similarity and low-rank regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2019

A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition.

[BibT_eX]

[DOI]

Wen-Hao Xu

Michael Kwok-Po Ng

CoRR, 2019

Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2019

A sheared low-rank model for oblique stripe removal.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2019

Total variation with overlapping group sparsity for deblurring images under Cauchy noise.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2019

Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization.

[BibT_eX]

[DOI]

IEEE Access, 2019

Joint-Sparse-Blocks Regression for Total Variation Regularized Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Access, 2019

Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Rain Streaks Removal for Single Image Via Directional Total Variation Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Tensor Completion via Global Low-Tubal-Rankness and Nonlocal Self-Similarity.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Yong Chen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A Framelet-Based Iterative Pan-Sharpening Approach.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Double Reweighted Sparse Regression and Graph Regularization for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Multispectral Image Denoising via Nonlocal Multitask Sparse Learning.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Directional ℓ0 Sparse Modeling for Image Stripe Noise Removal.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Speckle noise removal in ultrasound images by first- and second-order total variation.

[BibT_eX]

[DOI]

Numer. Algorithms, 2018

Second order total generalized variation for speckle reduction in ultrasound images.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2018

Matrix factorization for low-rank tensor completion using framelet prior.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery.

[BibT_eX]

[DOI]

CoRR, 2018

Rain Streak Removal for Single Image via Kernel Guided CNN.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Stripe noise removal of remote sensing images by total variation regularization and group sparsity constraint.

[BibT_eX]

[DOI]

Remote. Sens., 2017

A variational approach for restoring images corrupted by noisy blur kernels and additive noise.

[BibT_eX]

[DOI]

Wei Wang

Numer. Linear Algebra Appl., 2017

Cartoon-texture image decomposition via non-convex low-rank texture regularization.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2017

Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Group sparsity based regularization model for remote sensing image stripe noise removal.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Super-resolution via a fast deconvolution with kernel estimation.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., 2017

A novel nonconvex approach to recover the low-tubal-rank tensor data: when t-SVD meets PSSV.

[BibT_eX]

[DOI]

CoRR, 2017

Patch-Based Principal Component Analysis for Face Recognition.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2017

Image fusion via dynamic gradient sparsity and anisotropic spectral-spatial total variation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Group-based truncated l1-2 model for image inpainting.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Multiplicative Noise and Blur Removal by Framelet Decomposition and l1-Based L-Curve Method.

[BibT_eX]

[DOI]

Fan Wang

IEEE Trans. Image Process., 2016

SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

A cartoon-plus-texture image decomposition model for blind deconvolution.

[BibT_eX]

[DOI]

Wei Wang

Multidimens. Syst. Signal Process., 2016

Group-based image decomposition using 3-D cartoon and texture priors.

[BibT_eX]

[DOI]

Tian-Hui Ma

Inf. Sci., 2016

Tensor completion using total variation and low-rank matrix factorization.

[BibT_eX]

[DOI]

Inf. Sci., 2016

2015

Alternating Direction Method of Multipliers for Nonlinear Image Restoration Problems.

[BibT_eX]

[DOI]

Chuan Chen

IEEE Trans. Image Process., 2015

Strang-type preconditioners for solving fractional diffusion equations by boundary value methods.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2015

Heaviside image edge sharpening.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

2014

A New Convex Optimization Model for Multiplicative Noise and Blur Removal.

[BibT_eX]

[DOI]

Fan Wang

SIAM J. Imaging Sci., 2014

Two soft-thresholding based iterative algorithms for image deblurring.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Circulant preconditioned iterative methods for peridynamic model simulation.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2014

2013

Deblurring and Sparse Unmixing for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Total Variation Structured Total Least Squares Method for Image Restoration.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2013

Image restoration with shifting reflective boundary conditions.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2013

2012

Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions.

[BibT_eX]

[DOI]

Inf. Sci., 2012

DCT- and DST-based splitting methods for Toeplitz systems.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 2012

2008

On the inverse of a general pentadiagonal matrix.

[BibT_eX]

[DOI]