Stripe noise removal of remote sensing image with a directional l0 sparse model. - Hong-Xia Dou; Ting-Zhu Huang; Liang-Jian Deng; Yong Chen 013 (ICIP, 2017)

Image fusion via dynamic gradient sparsity and anisotropic spectral-spatial total variation. - Chao-Chao Zheng; Ting-Zhu Huang; Liang-Jian Deng; Xi-Le Zhao; Hong-Xia Dou (ICIP, 2017)

Signal Restoration Combining Modified Tikhonov Regularization and Preconditioning Technology. - Hong-Xia Dou; Hou-Biao Li; Qingyu Fan; Yicheng Chen 001 (IEEE Access, 2017)

Directional ℓ0 Sparse Modeling for Image Stripe Noise Removal. - Hong-Xia Dou; Ting-Zhu Huang; Liang-Jian Deng; Xi-Le Zhao; Jie Huang 005 (Remote. Sens., 2018)

Unidirectional Sparse Tensor Based Model for the Noise Removal of Remote Sensing Image. - Hong-Xia Dou; Ting-Zhu Huang; Liang-Jian Deng; Ziyao Zhang (IGARSS, 2019)

Pan-Sharpening Via RoG-Based Filtering. - Ziyao Zhang; Ting-Zhu Huang; Liang-Jian Deng; Jie Huang 005; Hong-Xia Dou (IGARSS, 2019)

Row-Sparsity Spectral Unmixing via Total Variation. - Jin-Ju Wang; Ting-Zhu Huang; Jie Huang 005; Hong-Xia Dou; Liang-Jian Deng; Xi-Le Zhao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees. - Hong-Xia Dou; Ting-Zhu Huang; Xi-Le Zhao; Jie Huang 005; Jun Liu 012 (Appl. Math. Comput., 2020)

A Proximal Algorithm with Convergence Guarantee for a Nonconvex Minimization Problem Based on Reproducing Kernel Hilbert Space. - Hong-Xia Dou; Liang-Jian Deng (Symmetry, 2021)

Tensor Wheel Decomposition and Its Tensor Completion Application. - Zhong-Cheng Wu; Ting-Zhu Huang; Liang-Jian Deng; Hong-Xia Dou; Deyu Meng (NeurIPS, 2022)

Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution. - Jin-Fan Hu; Ting-Zhu Huang; Liang-Jian Deng; Hong-Xia Dou; Danfeng Hong; Gemine Vivone (IEEE Geosci. Remote. Sens. Lett., 2022)

Spatial and Spectral-Channel Attention Network for Denoising on Hyperspectral Remote Sensing Image. - Hong-Xia Dou; Xiao-Miao Pan; Chao Wang; Hao-Zhen Shen; Liang-Jian Deng (Remote. Sens., 2022)

A Deep-Shallow Fusion Network With Multidetail Extractor and Spectral Attention for Hyperspectral Pansharpening. - Yu-Wei Zhuo; Tian-Jing Zhang; Jin-Fan Hu; Hong-Xia Dou; Ting-Zhu Huang; Liang-Jian Deng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

PatchMask: A Data Augmentation Strategy with Gaussian Noise in Hyperspectral Images. - Hong-Xia Dou; Xing-Shun Lu; Chao Wang 008; Hao-Zhen Shen; Yu-Wei Zhuo; Liang-Jian Deng (Remote. Sens., 2022)

TR-STF: a fast and accurate tensor ring decomposition algorithm via defined scaled tri-factorization. - Ting Xu; Ting-Zhu Huang; Liang-Jian Deng; Hong-Xia Dou; Naoto Yokoya (Comput. Appl. Math., 2023)

Dynamical Fusion Model With Joint Variational and Deep Priors for Hyperspectral Image Super-Resolution. - Hong-Xia Dou; Zhong-Cheng Wu; Yu-Wei Zhuo; Liang-Jian Deng; Gemine Vivone (IEEE Geosci. Remote. Sens. Lett., 2023)

Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion. - Yu-Jie Liang; Zihan Cao; Shangqi Deng; Hong-Xia Dou; Liang-Jian Deng (NeurIPS, 2024)

SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening. - Yu Zhong; Xiao Wu; Liang-Jian Deng; Zihan Cao; Hong-Xia Dou (NeurIPS, 2024)

Remote Sensing Image Destriping by an ℓ₀-Based Nonconvex Model With Overlapping Group Sparse Hyper-Laplacian Prior. - Hong-Xia Dou; Miao-Miao Zhang; Rui Wen; Yong Chen 013; Jun Liu 012; Liang-Jian Deng (IEEE Geosci. Remote. Sens. Lett., 2024)

CMT: Cross Modulation Transformer With Hybrid Loss for Pansharpening. - Wenjie Shu; Hong-Xia Dou; Rui Wen; Xiao Wu; Liang-Jian Deng (IEEE Geosci. Remote. Sens. Lett., 2024)

INF3: Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion. - RuoCheng Wu; Shangqi Deng; Ran Ran; Hong-Xia Dou; Liang-Jian Deng (IEEE Trans. Computational Imaging, 2024)

A fast Lanczos-based hierarchical algorithm for tensor ring decomposition. - Cheng-Wei Sun; Ting-Zhu Huang; Hong-Xia Dou; Ting Xu; Liang-Jian Deng (Signal Process., 2025)

Pansharpening Variational Model Based on Internal Adaptive Spatial Fidelity and External Deep-Driven Injection. - Hong-Xia Dou; Jia-Lu Xu; Jin-Liang Xiao; Liang-Jian Deng (IEEE Trans. Geosci. Remote. Sens., 2025)