Liang-Jian Deng

Orcid: 0000-0003-3178-9772

According to our database¹, Liang-Jian Deng authored at least 128 papers between 2013 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

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Other

Bibliography

2025

A fast Lanczos-based hierarchical algorithm for tensor ring decomposition.

[BibT_eX]

[DOI]

Signal Process., 2025

2024

Mixing Support Detection-Based Alternating Direction Method of Multipliers for Sparse Hyperspectral Image Unmixing.

[BibT_eX]

[DOI]

Jie Huang

Shuang Liang

Liang-Jian Deng

J. Math. Imaging Vis., December, 2024

Diffusion model with disentangled modulations for sharpening multispectral and hyperspectral images.

[BibT_eX]

[DOI]

Inf. Fusion, April, 2024

A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., April, 2024

HFAN: High-Frequency Attention Network for hyperspectral image denoising.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., March, 2024

An Evolutionary Game With the Game Transitions Based on the Markov Process.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., January, 2024

Denoiser-guided image deconvolution with arbitrary boundaries and incomplete observations.

[BibT_eX]

[DOI]

Signal Process., January, 2024

Zero-shot semi-supervised learning for pansharpening.

[BibT_eX]

[DOI]

Inf. Fusion, January, 2024

KNLConv: Kernel-Space Non-Local Convolution for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion.

[BibT_eX]

[DOI]

Clifford Broni-Bediako

Junshi Xia

Naoto Yokoya

IEEE Trans. Geosci. Remote. Sens., 2024

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Rethinking Pan-Sharpening via Spectral-Band Modulation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

INF3: Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2024

Quaternion weighted Schatten p-norm minimization for color image restoration with convergence guarantee.

[BibT_eX]

[DOI]

Signal Process., 2024

CMT: Cross Modulation Transformer With Hybrid Loss for Pansharpening.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

SSCAConv: Self-Guided Spatial-Channel Adaptive Convolution for Image Fusion.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Remote Sensing Image Destriping by an ℓ₀-Based Nonconvex Model With Overlapping Group Sparse Hyper-Laplacian Prior.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Tensor decomposition based attention module for spiking neural networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Pansharpening via semi-framelet-guided sparse reconstruction.

[BibT_eX]

[DOI]

Inf. Fusion, 2024

A general image fusion framework using multi-task semi-supervised learning.

[BibT_eX]

[DOI]

Wu Wang

Liang-Jian Deng

Gemine Vivone

Inf. Fusion, 2024

PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening.

[BibT_eX]

[DOI]

CoRR, 2024

A memory-based spatial evolutionary game with the dynamic interaction between learners and profiteers.

[BibT_eX]

[DOI]

Bin Pi

Minyu Feng

Liang-Jian Deng

CoRR, 2024

Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

CoRR, 2024

SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening.

[BibT_eX]

[DOI]

CoRR, 2024

Neural Shr\"odinger Bridge Matching for Pansharpening.

[BibT_eX]

[DOI]

Zihan Cao

Xiao Wu

Liang-Jian Deng

CoRR, 2024

FusionMamba: Efficient Image Fusion with State Space Model.

[BibT_eX]

[DOI]

CoRR, 2024

Illumination Distribution Prior for Low-light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

A Novel Fidelity Based on the Adaptive Domain for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Exploring the Low-Pass Filtering Behavior in Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Signal and Information Processing in Networks.

[BibT_eX]

[DOI]

Minyu Feng

Liang-Jian Deng

Feng Chen

Entropy, December, 2023

A Triple-Double Convolutional Neural Network for Panchromatic Sharpening.

[BibT_eX]

[DOI]

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

FDDN: frequency-guided network for single image dehazing.

[BibT_eX]

[DOI]

Neural Comput. Appl., September, 2023

Neuron-Based Spiking Transmission and Reasoning Network for Robust Image-Text Retrieval.

[BibT_eX]

[DOI]

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

LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

QIS-GAN: A Lightweight Adversarial Network With Quadtree Implicit Sampling for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Variational Pansharpening Based on Coefficient Estimation With Nonlocal Regression.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Novel Spatial Fidelity With Learnable Nonlinear Mapping for Panchromatic Sharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Cascadic Multireceptive Learning for Multispectral Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2023

Dynamical Fusion Model With Joint Variational and Deep Priors for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

APLA: Additional Perturbation for Latent Noise with Adversarial Training Enables Consistency.

[BibT_eX]

[DOI]

CoRR, 2023

A Theoretically Guaranteed Quaternion Weighted Schatten p-norm Minimization Method for Color Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2023

Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

U2Net: A General Framework with Spatial-Spectral-Integrated Double U-Net for Image Fusion.

[BibT_eX]

[DOI]

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

Reservoir Computing Transformer for Image-Text Retrieval.

[BibT_eX]

[DOI]

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

Bidomain Modeling Paradigm for Pansharpening.

[BibT_eX]

[DOI]

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

LGPConv: Learnable Gaussian Perturbation Convolution for Lightweight Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Bidirectional Dilation Transformer for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Modality-Fusion Spiking Transformer Network for Audio-Visual Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

PatchMask: A Data Augmentation Strategy with Gaussian Noise in Hyperspectral Images.

[BibT_eX]

[DOI]

Remote. Sens., December, 2022

Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

An Iterative Regularization Method Based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A New Context-Aware Details Injection Fidelity With Adaptive Coefficients Estimation for Variational Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Deep-Shallow Fusion Network With Multidetail Extractor and Spectral Attention for Hyperspectral Pansharpening.

[BibT_eX]

[DOI]

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

An iterative approach for image fusion with dynamic gradient sparsity and anisotropic spectral-spatial total variation.

[BibT_eX]

[DOI]

Signal Image Video Process., 2022

Remote Sensing Pansharpening by Full-Depth Feature Fusion.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Spatial and Spectral-Channel Attention Network for Denoising on Hyperspectral Remote Sensing Image.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 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

Laplacian pyramid networks: A new approach for multispectral pansharpening.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

SIT: A Bionic and Non-Linear Neuron for Spiking Neural Network.

[BibT_eX]

[DOI]

CoRR, 2022

Tensor Wheel Decomposition and Its Tensor Completion Application.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Source-Adaptive Discriminative Kernels based Network for Remote Sensing Pansharpening.

[BibT_eX]

[DOI]

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

SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening.

[BibT_eX]

[DOI]

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

Cross-Frequency Detail Compensation Network for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Context-Aware Element Filter for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

Ran Ran

Liang-Jian Deng

Chen-Yu Zhao

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Construction Method of Overlay Network for Cyber-Physical System.

[BibT_eX]

[DOI]

Liang-Jian Deng

Yubing Chen

Lichen Zhang

Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Nonlocal Tensor-Based Sparse Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

A Proximal Algorithm with Convergence Guarantee for a Nonconvex Minimization Problem Based on Reproducing Kernel Hilbert Space.

[BibT_eX]

[DOI]

Hong-Xia Dou

Liang-Jian Deng

Symmetry, 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

EAA-Net: A novel edge assisted attention network for single image dehazing.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

A Multigrid Algorithm for Maxflow and Min-Cut Problems with Applications to Multiphase Image Segmentation.

[BibT_eX]

[DOI]

Xue-Cheng Tai

Liang-Jian Deng

Ke Yin

J. Sci. Comput., 2021

A Triple-Double Convolutional Neural Network for Panchromatic Sharpening.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

Jin-Fan Hu

Ting-Zhu Huang

Liang-Jian Deng

CoRR, 2021

LAConv: Local Adaptive Convolution for Image Fusion.

[BibT_eX]

[DOI]

CoRR, 2021

A two-step iterative algorithm for sparse hyperspectral unmixing via total variation.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2021

SSconv: Explicit Spectral-to-Spatial Convolution for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

BAM: Bilateral Activation Mechanism for Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

A Variational Approach with Nonlocal Self-Similarity and Joint-Sparsity for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

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

Progressive Band-Separated Convolutional Neural Network for Multispectral Pansharpening.

[BibT_eX]

[DOI]

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

Weighted Shallow-Deep Feature Fusion Network for Pansharpening.

[BibT_eX]

[DOI]

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

Dynamic Cross Feature Fusion for Remote Sensing Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

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

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

A convex single image dehazing model via sparse dark channel 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

Row-Sparsity Spectral Unmixing via Total Variation.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2019

A New Operator Splitting Method for the Euler Elastica Model for Image Smoothing.

[BibT_eX]

[DOI]

Liang-Jian Deng

Roland Glowinski

Xue-Cheng Tai

SIAM J. Imaging Sci., 2019

Bilateral filter based total variation regularization for sparse hyperspectral image unmixing.

[BibT_eX]

[DOI]

Inf. Sci., 2019

The fusion of panchromatic and multispectral remote sensing images via tensor-based sparse modeling and hyper-Laplacian prior.

[BibT_eX]

[DOI]

Liang-Jian Deng

Minyu Feng

Xue-Cheng Tai

Inf. Fusion, 2019

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

[BibT_eX]

[DOI]

IEEE Access, 2019

Pan-Sharpening Via RoG-Based Filtering.

[BibT_eX]

[DOI]

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.

[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

2018

A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

A Framelet-Based Iterative Pan-Sharpening Approach.

[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

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

[BibT_eX]

[DOI]

Inf. Sci., 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

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

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

Stripe noise removal of remote sensing image with a directional l0 sparse model.

[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

Single-Image Super-Resolution via an Iterative Reproducing Kernel Hilbert Space Method.

[BibT_eX]

[DOI]

Liang-Jian Deng

Weihong Guo

Ting-Zhu Huang

IEEE Trans. Circuits Syst. Video Technol., 2016

Single image super-resolution by approximated Heaviside functions.

[BibT_eX]

[DOI]

Liang-Jian Deng

Weihong Guo

Ting-Zhu Huang

Inf. Sci., 2016

2015

A fast image recovery algorithm based on splitting deblurring and denoising.

[BibT_eX]

[DOI]

Liang-Jian Deng

Huiqing Guo

Ting-Zhu Huang

J. Comput. Appl. Math., 2015

Heaviside image edge sharpening.

[BibT_eX]

[DOI]

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

2013

A generalized product-type BiCOR method and its application in signal deconvolution.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2013

Liang-Jian Deng

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