Ting-Zhu Huang

Orcid: 0000-0001-7766-230X

Affiliations:
  • University of Electronic Science and Technology of China, School of Mathematical Sciences, Chengdu, China
  • Xi'an Jiaotong University, Department of Mathematics, China (PhD 2000)


According to our database1, Ting-Zhu Huang authored at least 368 papers between 2000 and 2025.

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Bibliography

2025
A fast Lanczos-based hierarchical algorithm for tensor ring decomposition.
Signal Process., 2025

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

Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition.
J. Sci. Comput., January, 2024

A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024

CroDoSR: Tensor Cross-Domain Rank for Hyperspectral Image Super-Resolution.
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

Dual-Channel Enhanced Decoder Network for Blind Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2024

Attention-Guided Low-Rank Tensor Factorization for Image Recovery With Poisson Observation.
IEEE Geosci. Remote. Sens. Lett., 2024

Pansharpening via semi-framelet-guided sparse reconstruction.
Inf. Fusion, 2024

CD-GAN: A robust fusion-based generative adversarial network for unsupervised remote sensing change detection with heterogeneous sensors.
Inf. Fusion, 2024

Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images.
Proceedings of the IGARSS 2024, 2024

Sparsity Regularized Rank-(L,M,N) Block Term Decomposition for Hyperspectral Image Mixed Noise Removal.
Proceedings of the IGARSS 2024, 2024

A Novel Fidelity Based on the Adaptive Domain for Pansharpening.
Proceedings of the IGARSS 2024, 2024

Hyperspectral Image Denoising via Generalized Kronecker Decomposition-Based Subspace Representation.
Proceedings of the IGARSS 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
A Triple-Double Convolutional Neural Network for Panchromatic Sharpening.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening.
IEEE Trans. Image Process., 2023

Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain.
IEEE Trans. Geosci. Remote. Sens., 2023

Variational Pansharpening Based on Coefficient Estimation With Nonlocal Regression.
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

Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity.
IEEE Trans. Geosci. Remote. Sens., 2023

Untrained Low-Rank Neural Network Prior for Multi-Dimensional Image Recovery.
IEEE Signal Process. Lett., 2023

Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion.
Knowl. Based Syst., 2023

Reweighted sparse unmixing for hyperspectral images with noise level estimation.
J. Comput. Appl. Math., 2023

SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search.
CoRR, 2023

2022
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Tensor Completion via Complementary Global, Local, and Nonlocal Priors.
IEEE Trans. Image Process., 2022

An Iterative Regularization Method Based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

A New Context-Aware Details Injection Fidelity With Adaptive Coefficients Estimation for Variational Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial-Spectral Prior.
IEEE Trans. Geosci. Remote. Sens., 2022

VO+Net: An Adaptive Approach Using Variational Optimization and Deep Learning for Panchromatic Sharpening.
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

Adaptive Hyperspectral Mixed Noise Removal.
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

A Deep-Shallow Fusion Network With Multidetail Extractor and Spectral Attention for Hyperspectral Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Efficient Weighted-Adaptive Sparse Constrained Nonnegative Tensor Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors.
IEEE Signal Process. Lett., 2022

Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence.
Signal Process., 2022

Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett., 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

Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion.
J. Sci. Comput., 2022

Laplacian pyramid networks: A new approach for multispectral pansharpening.
Inf. Fusion, 2022

CD-GAN: a robust fusion-based generative adversarial network for unsupervised change detection between heterogeneous images.
CoRR, 2022

A fast sketching-based algorithm for rank-(L, L, 1) block term decomposition.
Appl. Math. Lett., 2022

Tensor Wheel Decomposition and Its Tensor Completion Application.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 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

A Tensor Subspace Representation-Based Method for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2021

Nonlocal Tensor-Based Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2021

Nonlocal Block-Term Decomposition for Hyperspectral Image Mixed Noise Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

T-Hy-Demosaicing: Hyperspectral Reconstruction Via Tensor Subspace Representation Under Orthogonal Transformation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Bilateral Joint-Sparse Regression for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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

Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling.
IEEE J. Sel. Top. Signal Process., 2021

Non-Intrusive Reduced-Order Modeling of Parameterized Electromagnetic Scattering Problems using Cubic Spline Interpolation.
J. Sci. Comput., 2021

Fast IIF-WENO Method on Non-uniform Meshes for Nonlinear Space-Fractional Convection-Diffusion-Reaction Equations.
J. Sci. Comput., 2021

A variant of the Power-Arnoldi algorithm for computing PageRank.
J. Comput. Appl. Math., 2021

Hyperspectral image restoration via superpixel segmentation of smooth band.
Neurocomputing, 2021

A Triple-Double Convolutional Neural Network for Panchromatic Sharpening.
CoRR, 2021

Fully-Connected Tensor Network Decomposition for Robust Tensor Completion Problem.
CoRR, 2021

Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution.
CoRR, 2021

Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations.
Comput. Math. Appl., 2021

A two-step iterative algorithm for sparse hyperspectral unmixing via total variation.
Appl. Math. Comput., 2021

A novel non-convex low-rank tensor approximation model for hyperspectral image restoration.
Appl. Math. Comput., 2021

Fast numerical schemes for nonlinear space-fractional multidelay reaction-diffusion equations by implicit integration factor methods.
Appl. Math. Comput., 2021

Three-dimensional fractional total variation regularized tensor optimized model for image deblurring.
Appl. Math. Comput., 2021

A Variational Approach with Nonlocal Self-Similarity and Joint-Sparsity for Hyperspectral Image Super-Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Endmember Constraint Non-Negative Tensor Factorization Via Total Variation for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Enhancing Reweighted Low-Rank Representation for Hyperspectral Image Unmixing.
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

Dynamic Cross Feature Fusion for Remote Sensing Pansharpening.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 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
Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion.
IEEE Trans. Image Process., 2020

Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition.
IEEE Trans. Image Process., 2020

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

Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition.
IEEE Trans. Cybern., 2020

Integration of Imaging (epi)Genomics Data for the Study of Schizophrenia Using Group Sparse Joint Nonnegative Matrix Factorization.
IEEE ACM Trans. Comput. Biol. Bioinform., 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

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

Efficient variants of the CMRH method for solving a sequence of multi-shifted non-Hermitian linear systems simultaneously.
J. Comput. Appl. Math., 2020

Tensor <i>N</i>-tubal rank and its convex relaxation for low-rank tensor recovery.
Inf. Sci., 2020

Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks.
CoRR, 2020

Tensor train rank minimization with nonlocal self-similarity for tensor completion.
CoRR, 2020

Local segmentation of images using an improved fuzzy C-means clustering algorithm based on self-adaptive dictionary learning.
Appl. Soft Comput., 2020

Low-rank tensor train for tensor robust principal component analysis.
Appl. Math. Comput., 2020

A convex single image dehazing model via sparse dark channel prior.
Appl. Math. Comput., 2020

Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees.
Appl. Math. Comput., 2020

Cauchy noise removal using group-based low-rank prior.
Appl. Math. Comput., 2020

2019
Optimal Estimates of Two Common Remainders for a Robust Generalized Chinese Remainder Theorem.
IEEE Trans. Signal Process., 2019

FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors.
IEEE Trans. Image Process., 2019

A Novel Inpainting Algorithm for Recovering Landsat-7 ETM+ SLC-OFF Images Based on the Low-Rank Approximate Regularization Method of Dictionary Learning With Nonlocal and Nonconvex Models.
IEEE Trans. Geosci. Remote. Sens., 2019

Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2019

Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Row-Sparsity Spectral Unmixing via Total Variation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

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

Remote Sensing Image Stripe Detecting and Destriping Using the Joint Sparsity Constraint with Iterative Support Detection.
Remote. Sens., 2019

A New Projected Variant of the Deflated Block Conjugate Gradient Method.
J. Sci. Comput., 2019

Correction to: A New Shifted Block GMRES Method with Inexact Breakdowns for Solving Multi-Shifted and Multiple Right-Hand Sides Linear Systems.
J. Sci. Comput., 2019

A New Shifted Block GMRES Method with Inexact Breakdowns for Solving Multi-Shifted and Multiple Right-Hand Sides Linear Systems.
J. Sci. Comput., 2019

Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation.
J. Sci. Comput., 2019

POD-based model order reduction with an adaptive snapshot selection for a discontinuous Galerkin approximation of the time-domain Maxwell's equations.
J. Comput. Phys., 2019

Acceleration of the Scheduled Relaxation Jacobi method: Promising strategies for solving large, sparse linear systems.
J. Comput. Phys., 2019

Flexible and deflated variants of the block shifted GMRES method.
J. Comput. Appl. Math., 2019

Off-diagonal low-rank preconditioner for difficult PageRank problems.
J. Comput. Appl. Math., 2019

Simultaneous image fusion and denoising by using fractional-order gradient information.
J. Comput. Appl. Math., 2019

A shifted complex global Lanczos method and the quasi-minimal residual variant for the Stein-conjugate matrix equation X+AX¯B=C.
J. Comput. Appl. Math., 2019

A nonstationary accelerating alternating direction method for frame-based Poissonian image deblurring.
J. Comput. Appl. Math., 2019

Bilateral filter based total variation regularization for sparse hyperspectral image unmixing.
Inf. Sci., 2019

Low-rank tensor completion via combined non-local self-similarity and low-rank regularization.
Neurocomputing, 2019

A fast implicit difference scheme for solving the generalized time-space fractional diffusion equations with variable coefficients.
CoRR, 2019

A note on Dodgson's determinant condensation algorithm.
CoRR, 2019

Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise.
Comput. Math. Appl., 2019

A sheared low-rank model for oblique stripe removal.
Appl. Math. Comput., 2019

A reduced-order discontinuous Galerkin method based on a Krylov subspace technique in nanophotonics.
Appl. Math. Comput., 2019

Restarted global FOM and GMRES algorithms for the Stein-like matrix equation X+M(X)=C.
Appl. Math. Comput., 2019

Total variation with overlapping group sparsity for deblurring images under Cauchy noise.
Appl. Math. Comput., 2019

A non-convex regularization approach for compressive sensing.
Adv. Comput. Math., 2019

Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization.
IEEE Access, 2019

A Tensor-Based Low-Rank Model for Single-Image Rain Streaks Removal.
IEEE Access, 2019

Local Low-Rank and Sparse Representation for Hyperspectral Image Denoising.
IEEE Access, 2019

Joint-Sparse-Blocks Regression for Total Variation Regularized Hyperspectral Unmixing.
IEEE Access, 2019

Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Pan-Sharpening Via RoG-Based Filtering.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Unidirectional Sparse Tensor Based Model for the Noise Removal of Remote Sensing Image.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration.
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

Iterative Solution of Multi-Shifted Linear Systems with Multiple Right-Hand Sides.
Proceedings of the Fuzzy Systems and Data Mining V, 2019

2018
Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images' Inpainting.
IEEE Trans. Geosci. Remote. Sens., 2018

On Leader-Follower Consensus With Switching Topologies: An Analysis Inspired by Pigeon Hierarchies.
IEEE Trans. Autom. Control., 2018

Destriping of Multispectral Remote Sensing Image Using Low-Rank Tensor Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A Framelet-Based Iterative Pan-Sharpening Approach.
Remote. Sens., 2018

Double Reweighted Sparse Regression and Graph Regularization for Hyperspectral Unmixing.
Remote. Sens., 2018

Multispectral Image Denoising via Nonlocal Multitask Sparse Learning.
Remote. Sens., 2018

Directional <i>ℓ</i><sub>0</sub> Sparse Modeling for Image Stripe Noise Removal.
Remote. Sens., 2018

A block GMRES method with deflated restarting for solving linear systems with multiple shifts and multiple right-hand sides.
Numer. Linear Algebra Appl., 2018

Speckle noise removal in ultrasound images by first- and second-order total variation.
Numer. Algorithms, 2018

Cauchy Noise Removal by Nonconvex ADMM with Convergence Guarantees.
J. Sci. Comput., 2018

Second order total generalized variation for speckle reduction in ultrasound images.
J. Frankl. Inst., 2018

A reduced-order DG formulation based on POD method for the time-domain Maxwell's equations in dispersive media.
J. Comput. Appl. Math., 2018

Global FOM and GMRES algorithms for a class of complex matrix equations.
J. Comput. Appl. Math., 2018

A modified generalized shift-splitting method for nonsymmetric saddle point problems.
J. Comput. Appl. Math., 2018

Semi-convergence analysis of the GSS iteration methods for singular saddle point problems.
J. Comput. Appl. Math., 2018

Restarted Hessenberg method for solving shifted nonsymmetric linear systems.
J. Comput. Appl. Math., 2018

Containment control for heterogeneous multi-agent systems with asynchronous updates.
Inf. Sci., 2018

Image segmentation based on an active contour model of partial image restoration with local cosine fitting energy.
Inf. Sci., 2018

Matrix factorization for low-rank tensor completion using framelet prior.
Inf. Sci., 2018

New characterizations of g-frames and g-Riesz bases.
Int. J. Wavelets Multiresolution Inf. Process., 2018

Frame expansions with probabilistic erasures.
Digit. Signal Process., 2018

Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery.
CoRR, 2018

Rain Streak Removal for Single Image via Kernel Guided CNN.
CoRR, 2018

Block-accelerated aggregation multigrid for Markov chains with application to PageRank problems.
Commun. Nonlinear Sci. Numer. Simul., 2018

Adaptive Hyperspectral Mixed Noise Removal.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Truncated l<sub>1-2</sub> Models for Sparse Recovery and Rank Minimization.
SIAM J. Imaging Sci., 2017

Stripe noise removal of remote sensing images by total variation regularization and group sparsity constraint.
Remote. Sens., 2017

A simpler GMRES and its adaptive variant for shifted linear systems.
Numer. Linear Algebra Appl., 2017

Fast Iterative Method with a Second-Order Implicit Difference Scheme for Time-Space Fractional Convection-Diffusion Equation.
J. Sci. Comput., 2017

Asynchronous containment control for discrete-time second-order multi-agent systems with time-varying delays.
J. Frankl. Inst., 2017

Cartoon-texture image decomposition via non-convex low-rank texture regularization.
J. Frankl. Inst., 2017

A note on the two-step matrix splitting iteration for computing PageRank.
J. Comput. Appl. Math., 2017

Image inpainting using reproducing kernel Hilbert space and Heaviside functions.
J. Comput. Appl. Math., 2017

Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior.
Inf. Sci., 2017

Enhanced joint sparsity via iterative support detection.
Inf. Sci., 2017

Exponential weighted entropy and exponential weighted mutual information.
Neurocomputing, 2017

Group sparsity based regularization model for remote sensing image stripe noise removal.
Neurocomputing, 2017

Accelerated preconditioner updates for solving shifted linear systems.
Int. J. Comput. Math., 2017

Super-resolution via a fast deconvolution with kernel estimation.
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

Patch-Based Principal Component Analysis for Face Recognition.
Comput. Intell. Neurosci., 2017

A hybrid-mesh hybridizable discontinuous Galerkin method for solving the time-harmonic Maxwell's equations.
Appl. Math. Lett., 2017

Barycentric rational collocation methods for a class of nonlinear parabolic partial differential equations.
Appl. Math. Lett., 2017

An efficient elimination strategy for solving PageRank problems.
Appl. Math. Comput., 2017

An Efficient Sparse Optimization Algorithm for Weighted ℓ<sub>0</sub> Shearlet-Based Method for Image Deblurring.
IEEE Access, 2017

Image fusion via dynamic gradient sparsity and anisotropic spectral-spatial total variation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Group-based truncated l1-2 model for image inpainting.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Stripe noise removal of remote sensing image with a directional l0 sparse model.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Integration of multiple genomic imaging data for the study of schizophrenia using joint nonnegative matrix factorization.
Proceedings of the 2017 IEEE International Conference on Acoustics, 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
Single-Image Super-Resolution via an Iterative Reproducing Kernel Hilbert Space Method.
IEEE Trans. Circuits Syst. Video Technol., 2016

Regularization Preconditioners for Frame-Based Image Deblurring with Reduced Boundary Artifacts.
SIAM J. Sci. Comput., 2016

FOM accelerated by an extrapolation method for solving PageRank problems.
J. Comput. Appl. Math., 2016

BiCGCR2: A new extension of conjugate residual method for solving non-Hermitian linear systems.
J. Comput. Appl. Math., 2016

Group-based image decomposition using 3-D cartoon and texture priors.
Inf. Sci., 2016

Tensor completion using total variation and low-rank matrix factorization.
Inf. Sci., 2016

Single image super-resolution by approximated Heaviside functions.
Inf. Sci., 2016

Group consensus of multi-agent systems with communication delays.
Neurocomputing, 2016

A two-stage image segmentation via global and local region active contours.
Neurocomputing, 2016

Total variation with overlapping group sparsity for speckle noise reduction.
Neurocomputing, 2016

New inexact explicit thresholding/shrinkage formulas for inverse problems with overlapping group sparsity.
EURASIP J. Image Video Process., 2016

Optimized Schwarz algorithms for solving time-harmonic Maxwell's equations discretized by a hybridizable discontinuous Galerkin method.
Comput. Phys. Commun., 2016

A novel analysis on the efficiency of hierarchy among leader-following systems.
Autom., 2016

A convex total generalized variation regularized model for multiplicative noise and blur removal.
Appl. Math. Comput., 2016

Quadratic spline collocation method for the time fractional subdiffusion equation.
Appl. Math. Comput., 2016

Multi-stage multi-task feature learning via adaptive threshold.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Effective preconditioning through minimum degree ordering interleaved with incomplete factorization.
J. Comput. Appl. Math., 2015

Strang-type preconditioners for solving fractional diffusion equations by boundary value methods.
J. Comput. Appl. Math., 2015

A fast image recovery algorithm based on splitting deblurring and denoising.
J. Comput. Appl. Math., 2015

Image restoration using total variation with overlapping group sparsity.
Inf. Sci., 2015

The SCBiCG class of algorithms for complex symmetric linear systems with applications in several electromagnetic model problems.
Comput. Phys. Commun., 2015

Restoration of blurred color images with impulse noise.
Comput. Math. Appl., 2015

A hybridized iterative algorithm of the BiCORSTAB and GPBiCOR methods for solving non-Hermitian linear systems.
Comput. Math. Appl., 2015

An Extension of Two Conjugate Direction Methods to Markov Chain Problems.
Comput. Informatics, 2015

On k-step CSCS-based polynomial preconditioners for Toeplitz linear systems with application to fractional diffusion equations.
Appl. Math. Lett., 2015

Circulant preconditioned iterations for fractional diffusion equations based on Hermitian and skew-Hermitian splittings.
Appl. Math. Lett., 2015

Heaviside image edge sharpening.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Block Variants of the COCG and COCR Methods for Solving Complex Symmetric Linear Systems with Multiple Right-Hand Sides.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2015, 2015

2014
On the eigenvalue distribution of preconditioned nonsymmetric saddle point matrices.
Numer. Linear Algebra Appl., 2014

Backward Stability Analysis of Weighted Linear Least-Squares Problems.
J. Optim. Theory Appl., 2014

An augmented Lagrangian algorithm for total bounded variation regularization based image deblurring.
J. Frankl. Inst., 2014

An active contour model and its algorithms with local and global Gaussian distribution fitting energies.
Inf. Sci., 2014

Two soft-thresholding based iterative algorithms for image deblurring.
Inf. Sci., 2014

Solving the collective-risk social dilemma with risky assets in well-mixed and structured populations.
CoRR, 2014

An adaptive weighting parameter estimation between local and global intensity fitting energy for image segmentation.
Commun. Nonlinear Sci. Numer. Simul., 2014

An alternating iterative algorithm for image deblurring and denoising problems.
Commun. Nonlinear Sci. Numer. Simul., 2014

A global minimization hybrid active contour model with applications to oil spill images.
Comput. Math. Appl., 2014

A quasi-minimal residual variant of the BiCORSTAB method for nonsymmetric linear systems.
Comput. Math. Appl., 2014

Efficient preconditioner updates for unsymmetric shifted linear systems.
Comput. Math. Appl., 2014

High-order TVL1-based images restoration and spatially adapted regularization parameter selection.
Comput. Math. Appl., 2014

BiCR-type methods for families of shifted linear systems.
Comput. Math. Appl., 2014

A preconditioned and extrapolation-accelerated GMRES method for PageRank.
Appl. Math. Lett., 2014

Upper bound for the largest Z-eigenvalue of positive tensors.
Appl. Math. Lett., 2014

Improved stability criteria for a class of neural networks with variable delays and impulsive perturbations.
Appl. Math. Comput., 2014

A note on upper bounds for the spectral radius of weighted graphs.
Appl. Math. Comput., 2014

Circulant preconditioned iterative methods for peridynamic model simulation.
Appl. Math. Comput., 2014

2013
Deblurring and Sparse Unmixing for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2013

Total Variation Structured Total Least Squares Method for Image Restoration.
SIAM J. Sci. Comput., 2013

Schwarz Waveform Relaxation for a Neutral Functional Partial Differential Equation Model of Lossless Coupled Transmission Lines.
SIAM J. Sci. Comput., 2013

Several consensus protocols with memory of multi-agent systems.
Math. Comput. Model., 2013

Modified block preconditioners for the discretized time-harmonic Maxwell equations in mixed form.
J. Comput. Appl. Math., 2013

New Results for Periodic Solution of High-Order BAM Neural Networks with Continuously Distributed Delays and Impulses.
J. Appl. Math., 2013

Split Bregman Iteration Algorithm for Image Deblurring Using Fourth-Order Total Bounded Variation Regularization Model.
J. Appl. Math., 2013

An Improved Approach to the PageRank Problems.
J. Appl. Math., 2013

A New Improved Parsimonious Multivariate Markov Chain Model.
J. Appl. Math., 2013

A Parameterized Splitting Preconditioner for Generalized Saddle Point Problems.
J. Appl. Math., 2013

Exploiting the Composite Step Strategy to the Biconjugate A-Orthogonal Residual Method for Non-Hermitian Linear Systems.
J. Appl. Math., 2013

An Adaptive Reordered Method for Computing PageRank.
J. Appl. Math., 2013

New results on stability for a class of neural networks with distributed delays and impulses.
Neurocomputing, 2013

An efficient operator splitting method for local region Chan-Vese model.
EURASIP J. Adv. Signal Process., 2013

Some new strategies for RCM ordering in solving electromagnetic scattering problems.
Comput. Phys. Commun., 2013

Solution to 3-D electromagnetic problems discretized by a hybrid FEM/MOM method.
Comput. Phys. Commun., 2013

New approximate thresholding/shrinkage formulas for one class of regularization problems with overlapping group sparsity.
CoRR, 2013

Total variation with overlapping group sparsity for image deblurring under impulse noise.
CoRR, 2013

A generalized product-type BiCOR method and its application in signal deconvolution.
Comput. Math. Appl., 2013

Image restoration with shifting reflective boundary conditions.
Sci. China Inf. Sci., 2013

Sharp upper bounds for the largest Laplacian eigenvalue of mixed graphs.
Ars Comb., 2013

A hybrid variant of the BiCOR method for a nonsymmetric linear system with a complex spectrum.
Appl. Math. Lett., 2013

A new preconditioner for indefinite and asymmetric matrices.
Appl. Math. Comput., 2013

A numerical method and efficient preconditioner for generalized airfoil equations.
Appl. Math. Comput., 2013

2012
Augmentation Block Triangular Preconditioners for Regularized Saddle Point Problems.
SIAM J. Matrix Anal. Appl., 2012

Monotonicity of Perturbed Tridiagonal M-Matrices.
SIAM J. Matrix Anal. Appl., 2012

Flexible incomplete Cholesky factorization with multi-parameters to control the number of nonzero elements in preconditioners.
Numer. Linear Algebra Appl., 2012

Convergence of a generalized MSSOR method for augmented systems.
J. Comput. Appl. Math., 2012

Stability of block LU factorization for block tridiagonal block H-matrices.
J. Comput. Appl. Math., 2012

Stability analysis of block LU factorization for complex symmetric block tridiagonal matrices.
J. Comput. Appl. Math., 2012

Primitive Zero-Symmetric Sign Pattern Matrices with Zero Diagonal Attaining the Maximum Base.
J. Appl. Math., 2012

A Relaxed Splitting Preconditioner for the Incompressible Navier-Stokes Equations.
J. Appl. Math., 2012

Comparison of Algebraic Multigrid Preconditioners for Solving Helmholtz Equations.
J. Appl. Math., 2012

Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions.
Inf. Sci., 2012

Information measures based on fractional calculus.
Inf. Process. Lett., 2012

Consensus of second-order multi-agent systems with nonuniform time-varying delays.
Neurocomputing, 2012

DCT- and DST-based splitting methods for Toeplitz systems.
Int. J. Comput. Math., 2012

Bounds on the generalized μ-scrambling indices of primitive digraphs.
Int. J. Comput. Math., 2012

Potentially eventually positive double star sign patterns.
Appl. Math. Lett., 2012

An approximate inverse preconditioner for Toeplitz systems with multiple right-hand sides.
Appl. Math. Comput., 2012

2011
Optimal Dual Frames for Communication Coding With Probabilistic Erasures.
IEEE Trans. Signal Process., 2011

The BiCOR and CORS Iterative Algorithms for Solving Nonsymmetric Linear Systems.
SIAM J. Sci. Comput., 2011

Global dissipativity of delayed neural networks with impulses.
J. Frankl. Inst., 2011

Erratum to: "On the HSS iteration methods for positive definite Toeplitz linear systems" [J. Comput. Appl. Math. 224(2009) 709-718].
J. Comput. Appl. Math., 2011

A note on parallel multisplitting TOR method for <i>H</i>-matrices.
Int. J. Comput. Math., 2011

A symmetric positive definite preconditioner for saddle-point problems.
Int. J. Comput. Math., 2011

Improved global robust exponential stability criteria for interval neural networks with time-varying delays.
Expert Syst. Appl., 2011

A Study on Conjugate Quadrature Filters.
EURASIP J. Adv. Signal Process., 2011

Triangular and skew-symmetric splitting method for numerical solutions of Markov chains.
Comput. Math. Appl., 2011

Two augmentation preconditioners for nonsymmetric and indefinite saddle point linear systems with singular (1, 1) blocks.
Comput. Math. Appl., 2011

A modified algorithm for the Perron root of a nonnegative matrix.
Appl. Math. Comput., 2011

Chebyshev-type methods and preconditioning techniques.
Appl. Math. Comput., 2011

2010
Eigenvalue Estimates for Preconditioned Nonsymmetric Saddle Point Matrices.
SIAM J. Matrix Anal. Appl., 2010

A comparative study of iterative solutions to linear systems arising in quantum mechanics.
J. Comput. Phys., 2010

Spectral properties of primal-based penalty preconditioners for saddle point problems.
J. Comput. Appl. Math., 2010

Singularity, Wielandt's lemma and singular values.
J. Comput. Appl. Math., 2010

The spectral properties of the preconditioned matrix for nonsymmetric saddle point problems.
J. Comput. Appl. Math., 2010

Conjugate residual squared method and its improvement for non-symmetric linear systems.
Int. J. Comput. Math., 2010

Novel criteria for global robust exponential stability of neural networks with time-varying delays via LMI approach.
Int. J. Comput. Math., 2010

Application of the incomplete Cholesky factorization preconditioned Krylov subspace method to the vector finite element method for 3-D electromagnetic scattering problems.
Comput. Phys. Commun., 2010

Extremal ranks of matrix expression of A - BXC with respect to Hermitian matrix.
Appl. Math. Comput., 2010

Method of elementary transformation to compute Moore-Penrose inverse.
Appl. Math. Comput., 2010

An Improved PageRank Algorithm: Immune to Spam.
Proceedings of the Fourth International Conference on Network and System Security, 2010

2009
On Inclusion and Exclusion Intervals for the Real Eigenvalues of Real Matrices.
SIAM J. Matrix Anal. Appl., 2009

Global Asymptotic Robust Stability and Global Exponential Robust Stability of Neural Networks with Time-Varying Delays.
Neural Process. Lett., 2009

The digraphs and inclusion intervals of matrix singular values.
Numer. Linear Algebra Appl., 2009

On some new approximate factorization methods for block tridiagonal matrices suitable for vector and parallel processors.
Math. Comput. Simul., 2009

Lanczos-type variants of the COCR method for complex nonsymmetric linear systems.
J. Comput. Phys., 2009

An analysis on global robust exponential stability of neural networks with time-varying delays.
Neurocomputing, 2009

A class of approximate inverse preconditioners for solving linear systems.
Int. J. Comput. Math., 2009

A method for constructing trivariate nonseparable compactly supported orthogonal wavelets.
Int. J. Comput. Math., 2009

New block triangular preconditioner for linear systems arising from the discretized time-harmonic Maxwell equations.
Comput. Phys. Commun., 2009

Coupling projection domain decomposition method and Kansa's method in electrostatic problems.
Comput. Phys. Commun., 2009

Block triangular preconditioners for the discretized time-harmonic Maxwell equations in mixed form.
Comput. Phys. Commun., 2009

Generalized block triangular preconditioner for symmetric saddle point problems.
Computing, 2009

Stability of block LU factorization for block tridiagonal matrices.
Comput. Math. Appl., 2009

An inversion algorithm for a banded matrix.
Comput. Math. Appl., 2009

A modified T. Chan's preconditioner for Toeplitz systems.
Comput. Math. Appl., 2009

Restarted weighted full orthogonalization method for shifted linear systems.
Comput. Math. Appl., 2009

GRPM-style methods and comparisons of convergent and divergent rates.
Comput. Math. Appl., 2009

Erratum to: "Convergence of the preconditioned AOR method for irreducible L-matrices" [Applied Mathematics and Computation 201(2008) 56-64].
Appl. Math. Comput., 2009

The Semi-convergence of Generalized SSOR Method for Singular Augmented Systems.
Proceedings of the High Performance Computing and Applications, 2009

Query Segmentation Based on Eigenspace Similarity.
Proceedings of the ACL 2009, 2009

2008
A Note on "Global Robust Stability Criteria for Interval Delayed Neural Networks Via an LMI Approach".
IEEE Trans. Circuits Syst. II Express Briefs, 2008

Global relaxed non-stationary multisplitting multi-parameter methods.
Int. J. Comput. Math., 2008

A generalized nonlinear diagonal dominance.
Int. J. Comput. Math., 2008

Relaxed forms of BBK algorithm and FBP algorithm for symmetric indefinite linear systems.
Comput. Math. Appl., 2008

Estimation of ||A<sup>-1</sup>||<sub>∞</sub> and the smallest singular value.
Comput. Math. Appl., 2008

Convergence of waveform relaxation methods for Hermitian positive definite linear systems.
Appl. Math. Comput., 2008

On the inverse of a general pentadiagonal matrix.
Appl. Math. Comput., 2008

Convergence of relaxed multisplitting USAOR methods for H-matrices linear systems.
Appl. Math. Comput., 2008

New comparison results for parallel multisplitting iterative methods.
Appl. Math. Comput., 2008

A note on computing the inverse and the determinant of a pentadiagonal Toeplitz matrix.
Appl. Math. Comput., 2008

Boosting the Hierarchical Hyperellipsoidal Neural Gas Networks.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2007
Optimal Gerschgorin-type inclusion intervals of singular values.
Numer. Linear Algebra Appl., 2007

On some subclasses of <i>P</i>-matrices.
Numer. Linear Algebra Appl., 2007

Modified Hermitian and skew-Hermitian splitting methods for non-Hermitian positive-definite linear systems.
Numer. Linear Algebra Appl., 2007

An analysis of convergence for nonstationary two-stage multisplitting waveform relaxation methods.
Int. J. Comput. Math., 2007

New estimations of the spectral radii of J, G-S and SOR iterative matrices for a class of linear systems.
Int. J. Comput. Math., 2007

Asymmetric Hermitian and skew-Hermitian splitting methods for positive definite linear systems.
Comput. Math. Appl., 2007

A note on inversion of Toeplitz matrices.
Appl. Math. Lett., 2007

A class of preconditioners based on the (I+S(alpha))-type preconditioning matrices for solving linear systems.
Appl. Math. Comput., 2007

Gauss type preconditioning techniques for linear systems.
Appl. Math. Comput., 2007

An error bound for the preconditioned simultaneous displacement method.
Appl. Math. Comput., 2007

Improving Jacobi methods for nonnegative H-matrices linear systems.
Appl. Math. Comput., 2007

2006
Convergence and comparison theorems for double splittings of matrices.
Comput. Math. Appl., 2006

Construction and properties of multiwavelet packets with arbitrary scale and the related algorithms of decomposition and reconstruction.
Comput. Math. Appl., 2006

The upper Jacobi and upper Gauss-Seidel type iterative methods for preconditioned linear systems.
Appl. Math. Lett., 2006

Estimates for the inverse elements of tridiagonal matrices.
Appl. Math. Lett., 2006

On a new criterion for the <i>H</i>-matrix property.
Appl. Math. Lett., 2006

The inverses of block tridiagonal matrices.
Appl. Math. Comput., 2006

An improvement on a new upper bound for moduli of eigenvalues of iterative matrices.
Appl. Math. Comput., 2006

An improved iterative algorithm for generalized diagonally dominant matrices.
Appl. Math. Comput., 2006

Modified SOR-type iterative method for Z-matrices.
Appl. Math. Comput., 2006

Convergence of AOR method.
Appl. Math. Comput., 2006

2005
AOR type iterations for solving preconditioned linear systems.
Int. J. Comput. Math., 2005

Sufficient conditions for H-matrices.
Int. J. Comput. Math., 2005

An iterative algorithm for searching a scaling matrix for diagonal dominance.
Appl. Math. Comput., 2005

A Matrix Algorithm for Mining Association Rules.
Proceedings of the Advances in Intelligent Computing, 2005

A Polynomial Smooth Support Vector Machine for Classification.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004
Generalized doubly diagonally dominant matrices.
Int. J. Comput. Math., 2004

Iterative algorithm criterion for H-matrices.
Int. J. Comput. Math., 2004

2003
A New Upper Bound for Moduli of Eigenvalues of Iterative Matrices.
Int. J. Comput. Math., 2003

2000
The stability of the linear systems with delays.
Int. J. Syst. Sci., 2000


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