A New Context-Aware Details Injection Fidelity With Adaptive Coefficients Estimation for Variational Pansharpening. - Jin-Liang Xiao; Ting-Zhu Huang; Liang-Jian Deng; Zhong-Cheng Wu; Gemine Vivone (IEEE Trans. Geosci. Remote. Sens., 2022)

Variational Pansharpening Based on Coefficient Estimation With Nonlocal Regression. - Jin-Liang Xiao; Ting-Zhu Huang; Liang-Jian Deng; Zhong-Cheng Wu; Xiao Wu; Gemine Vivone (IEEE Trans. Geosci. Remote. Sens., 2023)

Endmember Distinguished Low-Rank and Sparse Representation for Hyperspectral Unmixing. - Ruifeng Ren; Jin-Liang Xiao; Jie Huang (IGARSS, 2024)

A Novel Fidelity Based on the Adaptive Domain for Pansharpening. - Jin-Liang Xiao; Ting-Zhu Huang; Liang-Jian Deng; Ting Xu (IGARSS, 2024)

A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion. - Ting Xu; Ting-Zhu Huang; Liang-Jian Deng; Jin-Liang Xiao; Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance. - Jin-Liang Xiao; Ting-Zhu Huang; Liang-Jian Deng; Guang Lin 002; Zihan Cao; Chao Li 013; Qibin Zhao (CVPR, 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)

CAT: A Conditional Adaptation Tailor for Efficient and Effective Instance-Specific Pansharpening on Real-World Data. - Tianyu Xin; Jin-Liang Xiao; Zeyu Xia; Shan Yin; Liang-Jian Deng (CoRR, 2025)

Training and Inference within 1 Second - Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring. - Tianyu Xin; Jin-Liang Xiao; Zeyu Xia; Shan Yin; Liang-Jian Deng (CoRR, 2025)