@ARTICLE{wangijcv2024,
title={A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion },
author={ Wu Wang, Liang-Jian Deng, Ran Ran, Gemine Vivone },
journal={ International Journal of Computer Vision},
volume={13},
number={},
pages={1029–1054},
year={2024},
doi={10.1007/s11263-023-01924-5}
}

@article{deng2024exploring,
  title={Exploring the Low-Pass Filtering Behavior in Image Super-Resolution},
  author={Deng, Haoyu and Xu, Zijing and Duan, Yule and Wu, Xiao and Shu, Wenjie and Deng, Liang-Jian},
  journal={International Conference on Machine Learning (ICML)},
  year={2024}
}

@ARTICLE{liangnips2024,
title={Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion},
author={Yu-Jie Liang, Zihan Cao, Shangqi Deng, Hong-Xia Dou,Liang-Jian Deng},
year={2024},
    journal={Annual Conference on Neural Information Processing Systems (NeurIPS)},
doi={}
}

@ARTICLE{xiaoipi2024,
title={SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening},
author={Yuzhong, XiaoWu, Zihan Cao, Hong-Xia Dou, Liang-Jian Deng},
    journal={Annual Conference on Neural Information Processing Systems (NeurIPS)},
year={2024},
doi={}
}

@ARTICLE{duancvpr2024,
title={Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening},
author={Yule Duan, Xiao Wu, Haoyu Deng, Liang-Jian Deng},
journal={IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR)},
volume={},
number={},
pages={},
year={2024},
doi={}
}

@article{DDIF2024,
title = {Diffusion model with disentangled modulations for sharpening multispectral and hyperspectral images},
journal = {Information Fusion},
volume = {104},
pages = {102158},
year = {2024},
issn = {1566-2535},
doi = {https://doi.org/10.1016/j.inffus.2023.102158},
author = {Zihan Cao and Shiqi Cao and Liang-Jian Deng and Xiao Wu and Junming Hou and Gemine Vivone},
}

@ARTICLE{wangif2024,
title={ A general image fusion framework using multi-task semi-supervised learning },
author={Wu Wang, Liang-Jian Deng, Gemine Vivone },
journal={Information Fusion (IF)},
volume={108},
number={},
pages={102414},
year={2024},
doi={}
}

@ARTICLE{xiaoipi2024,
title={A novel $\ell_{0} $ minimization framework of tensor tubal rank and its multi-dimensional image completion application},
author={Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou},
journal={Inverse Problems and Imaging},
volume={18},
number={6},
pages={1366-1389},
year={2024},
doi={}
}

@article{zhu2024tcja,
  author={Zhu, Rui-Jie and Zhang, Malu and Zhao, Qihang and Deng, Haoyu and Duan, Yule and Deng, Liang-Jian},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  title={TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks},
  year={2024},
  volume={},
  number={},
  pages={1-14},
  doi={10.1109/TNNLS.2024.3377717}
}

@ARTICLE{rantmm2024,
  title={KNLConv: Kernel-space Non-local Convolution for Hyperspectral Image Super-resolution},
  author={Ran, Ran and Deng, Liang-Jian and Zhang, Tian-Jing and Chang, Jianlong and Wu, Xiao and Tian, Qi},
  journal={IEEE Transactions on Multimedia},
  year={2024},
  publisher={IEEE}
}

@ARTICLE{caoif2024,
title={Zero-shot semi-supervised learning for pansharpening},
author={Qi Cao, Liang-Jian Deng, Wu Wang, Junming Hou, Gemine Vivone},
journal={Information Fusion},
volume={101},
number={},
pages={102001},
year={2024},
doi={10.1016/j.inffus.2023.102001}
}

@ARTICLE{xiaotgrs2023,
title={Variational Pansharpening Based on Coefficient Estimation With Nonlocal Regression},
author={Jin-Liang Xiao, Ting-Zhu Huang, Liang-Jian Deng, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone},
journal={IEEE Transactions on Geoscience and Remote Sensing},
volume={61},
number={},
pages={1-15},
year={2023},
doi={10.1109/TGRS.2023.3305296}
}

@ARTICLE{wangtgrs2023,
title={Cascadic Multireceptive Learning for Multispectral Pansharpening},
author={Wang, Jun-Da and Deng, Liang-Jian and Zhao, Chen-Yu and Wu, Xiao and Chen, Hong-Ming and Vivone, Gemine},
journal={IEEE Transactions on Geoscience and Remote Sensing},
volume={61},
number={},
pages={1-16},
year={2023},
doi={10.1109/TGRS.2023.3329881}
}

@ARTICLE{pengacmmm2023,
title={U2Net: A General Framework with Spatial-Spectral-Integrated Double U-Net for Image Fusion},
author={Siran Peng, Chenhao Guo, Xiao Wu, Liang-Jian Deng},
journal={ACM International Conference on Multimedia (ACMMM)},
volume={},
number={},
pages={},
year={2023},
doi={}
}

@ARTICLE{houacmmm2023,
title={Bidomain Modeling Paradigm for Pansharpening},
author={Junming Hou, Qi Cao, Ran Ran, Che Liu, Junling Li, Liang-Jian Deng},
journal={ACM International Conference on Multimedia (ACMMM)},
volume={},
number={},
pages={},
year={2023},
doi={}
}

@ARTICLE{zhaoijcai2023,
title={LGPConv: Learnable Gaussian Perturbation Convolution for Lightweight Pansharpening},
author={Chen-Yu Zhao, TianJing Zhang, Ran Ran, Zhi-Xuan Chen, Liang-Jian Deng},
journal={International Joint Conference on Artificial Intelligence (IJCAI)},
volume={},
number={},
pages={},
year={2023},
doi={}
}

@ARTICLE{dengijcai2023,
title={Bidirectional Dilation Transformer for Multispectral and Hyperspectral Image Fusion},
author={Shang-Qi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Rui Wen},
journal={International Joint Conference on Artificial Intelligence (IJCAI)},
volume={},
number={},
pages={},
year={2023},
doi={}
}

@ARTICLE{wu2023ipi,
title={A Framelet Sparse Reconstruction Method for Pansharpening with Guaranteed Convergence},
author={Wu, Zhong-Cheng and Huang, Ting-Zhu  and Deng, Liang-Jian and Vivone, Gemine},
journal={Inverse Problems and Imaging},
volume={},
number={},
pages={},
year={2023},
doi={10.3934/ipi.2023016}
}

@ARTICLE{wu2023lrtc,
title={LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening},
author={Wu, Zhong-Cheng and Huang, Ting-Zhu and Deng, Liang-Jian and Huang, Jie and Chanussot, Jocelyn and Vivone, Gemine},
journal={IEEE Transactions on Image Processing},
volume={32},
number={},
pages={1640-1655},
year={2023},
doi={10.1109/TIP.2023.3247165}
}

@ARTICLE{wen2023lms,
title={A Novel Spatial Fidelity with Learnable Nonlinear Mapping for Panchromatic Sharpening},
author={Wen, Rui and Deng, Liang-Jian and Wu, Zhong-Cheng and Wu, Xiao and Vivone, Gemine},
journal={IEEE Transactions on Geoscience and Remote Sensing},
volume={},
number={},
pages={},
doi={10.1109/TGRS.2023.3265404}
}

@ARTICLE{10035506,
  author={Ran, Ran and Deng, Liang-Jian and Jiang, Tai-Xiang and Hu, Jin-Fan and Chanussot, Jocelyn and Vivone, Gemine},
  journal={IEEE Transactions on Cybernetics},
  title={GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution},
  year={2023},
  volume={},
  number={},
  pages={1-14},
  doi={10.1109/TCYB.2023.3238200}}

@ARTICLE{dengtgrs2023,
author={Shang-Qi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Danfeng Hong, Gemine Vivone},
journal={IEEE Transactions on Geoscience and Remote Sensing},
title={PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion},
year={2023},
volume={61},
number={},
pages={1-15},
doi={10.1109/TGRS.2023.3244750}
}

@ARTICLE{deng2022vivone,
	author={L. -J. Deng, G. Vivone, M. E. Paoletti, G. Scarpa, J. He, Y. Zhang, J. Chanussot, and A. Plaza},
	journal={IEEE Geoscience and Remote Sensing Magazine},
	title={Machine Learning in Pansharpening: A Benchmark, from Shallow to Deep Networks},
	year={2022},
	volume={10},
	number={3},
	pages={279-315},
	doi={10.1109/MGRS.2022.3187652}
   }

@ARTICLE{dengjig2022,
	author={邓良剑，冉燃，吴潇，张添敬},
	journal={中国图象图形学报},
	title={遥感图像全色锐化的卷积神经网络方法研究进展},
 	year={2022},
  	volume={},
  	number={9},
  	pages={},
  	doi={10.11834/jig.220540}
   }

@ARTICLE{zhuojstars2022,
	author={Y. -W. Zhuo, T. -J. Zhang, J. -F. Hu, H. -X. Dou, T. -Z. Huang and L. -J. Deng},
	journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
	title={A Deep-Shallow Fusion Network With Multidetail Extractor and Spectral Attention for Hyperspectral Pansharpening},
 	year={2022},
  	volume={15},
  	number={},
  	pages={7539-7555},
  	doi={10.1109/JSTARS.2022.3202866}
   }

@ARTICLE{wuneurips2022,
	author={Z.-C. Wu and T.-Z. Huang and L.-J. Deng and H.-X. Dou and D. Meng},
	journal={Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)},
	title={Tensor Wheel Decomposition and Its Tensor Completion Application},
 	year={2022},
  	volume={},
  	number={},
  	pages={},
  	doi={}
   }

@ARTICLE{hugrsl2022,
	author={J.-F. Hu, T.-Z. Huang, L.-J. Deng, H.-X. Dou, D. Hong, G. Vivone},
	journal={IEEE Geoscience and Remote Sensing Letters}, 
	title={Fusformer: A Transformer-based Fusion Network for Hyperspectral Image Super-resolution}, 
 	year={2022},
  	volume={19},
  	number={},
  	pages={1-5},
  	doi={10.1109/LGRS.2022.3194257}
   }

@ARTICLE{chenijcai2022,
	author={Z.-X. Chen, C. Jin, T.-J. Zhang, X. Wu, and L.-J. Deng},
	journal={International Joint Conferences on Artificial Intelligence (IJCAI)}, 
	title={SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening}, 
	year={2022},
	volume={},
	number={},
	pages={841-847},
	doi={10.24963/ijcai.2022/118}
   }

@ARTICLE{wuijcai2022,
	author={X. Wu, T.-Z. Huang, L.-J. Deng, and T.-J. Zhang},
	journal={International Joint Conferences on Artificial Intelligence (IJCAI)}, 
	title={A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining}, 
	year={2022},
	volume={},
	number={},
	pages={1474-1480},
	doi={10.24963/ijcai.2022/205}
   }

@ARTICLE{pengijcai2022,
	author={S. Peng, L.-J. Deng, J.-F. Hu, and Y.-W. Zhuo},
	journal={International Joint Conferences on Artificial Intelligence (IJCAI)}, 
	title={Source-Adaptive Discriminative Kernels based Network for Remote Sensing Pansharpening}, 
	year={2022},
	volume={},
	number={},
	pages={1283-1289},
	doi={10.24963/ijcai.2022/179}
   }

@ARTICLE{xutgrs2022,
	author={T. Xu, T.-Z. Huang, L.-J. Deng, and N. Yokoya},
	journal={IEEE Transactions on Geoscience and Remote Sensing}, 
	title={An Iterative Regularization Method based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution}, 
  	year={2022},
  	volume={60},
  	number={},
  	pages={1-16},
  	doi={10.1109/TGRS.2022.3176266}
   }

@ARTICLE{zhangtnnls2022,
	author={T.-J. Zhang, L.-J. Deng, T.-Z. Huang, J. Chanussot, and G. Vivone},
	journal={IEEE Transactions on Neural Networks and Learning Systems}, 
	title={A Triple-Double Convolutional Neural Network for Panchromatic Sharpening}, 
	year={2022},
	volume={},
	number={},
	pages={},
	doi={10.1109/TNNLS.2022.3155655}
   }

@ARTICLE{xiao2022tgrs,
	author={J.-L. Xiao, T.-Z. Huang, L.-J. Deng, Z.-C. Wu, and G. Vivone},
	journal={IEEE Transactions on Geoscience and Remote Sensing}, 
	title={A New Context-Aware Details Injection Fidelity with Adaptive Coefficients Estimation for Variational Pansharpening}, 
	year={2022},
	volume={60},
	number={},
	pages={1-15},
	doi={10.1109/TGRS.2022.3154480}
   }

@ARTICLE{jin2022aaai,
	author={Jin, Zi-Rong and Zhang, Tian-Jing and Jiang, Tai-Xiang and Vivone, Gemine and Deng, Liang-Jian},
	journal={AAAI Conference on Artificial Intelligence (AAAI)}, 
	title={LAGConv: Local-context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening}, 
	year={2022},
	volume={},
	number={},
	pages={},
	doi={}
   }

@ARTICLE{jinif2021,
	author={Jin, Cheng and Deng, Liang-Jian and Huang, Ting-Zhu and Vivone, Gemine},
	journal={Information Fusion}, 
	title={Laplacian Pyramid Networks: A New Approach for Multispectral Pansharpening}, 
	year={2022},
	volume={78},
	number={},
	pages={158-170},
	doi={}
   }

@ARTICLE{Hutnnls,
	author={Hu, Jin-Fan and Huang, Ting-Zhu and Deng, Liang-Jian and Jiang, Tai-Xiang and Vivone, Gemine and Chanussot, Jocelyn},
	journal={IEEE Transactions on Neural Networks and Learning Systems},
	title={Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks},
	year={2022},
	volume={33},
	number={12},
	pages={7251-7265},
	doi={10.1109/TNNLS.2021.3084682}
   }

@ARTICLE{wutgrs,
  author={Wu, Zhong-Cheng and Huang, Ting-Zhu and Deng, Liang-Jian and Hu, Jin-Fan and Vivone, Gemine},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={VO+Net: An Adaptive Approach Using Variational Optimization and Deep Learning for Panchromatic Sharpening}, 
  year={2022},
  volume={60},
  number={},
  pages={1-16},
  doi={10.1109/TGRS.2021.3066425}}

@InProceedings{Wu_2021_ICCV,
    author    = {Wu, Xiao and Huang, Ting-Zhu and Deng, Liang-Jian and Zhang, Tian-Jing},
    title     = {Dynamic Cross Feature Fusion for Remote Sensing Pansharpening},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2021},
    pages     = {14687-14696}
}

@ARTICLE{mucnn,
author={Yudong Wang, Liang-Jian Deng, Tian-Jing Zhang, Xiao Wu},
booktitle={Proceedings of the 29th ACM International Conference on Multimedia (ACM MM)},
title={SSconv: Explicit Spectral-to-Spatial Convolution for Pansharpening},
year={2021},
pages={DOI: 10.1145/3474085.3475600.},
}

@ARTICLE{BAM,
author={Zi-Rong Jin , Liang-Jian Deng, Tian-Jing Zhang, Xiaoxu Jin},
journal={Proceedings of the 29th ACM International Conference on Multimedia (ACM MM)},
title={BAM: Bilateral Activation Mechanism for Image Fusion},
year={2021},
volume={},
number={},
pages={DOI: 10.1145/3474085.3475571},
}

@ARTICLE{taijsc,
	author={Tai, Xue-Cheng and Deng, Liang-Jian and Yin, Ke},
	journal={Journal of Scientific Computing}, 
	title={A Multigrid Algorithm for Maxflow and Min-Cut Problems with Applications to Multiphase Image Segmentation}, 
	year={2021},
	volume={87},
	number={101},
	doi={10.1007/s10915-021-01458-3}
   }

@ARTICLE{dengtgrs,
  author={Deng, Liang-Jian and Vivone, Gemine and Jin, Cheng and Chanussot, Jocelyn},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening}, 
  year={2021},
  volume={59},
  number={8},
  pages={6995-7010},
  doi={10.1109/TGRS.2020.3031366}}

@ARTICLE{huangtgrs,
  author={Huang, Jie and Huang, Ting-Zhu and Zhao, Xi-Le and Deng, Liang-Jian},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={Nonlocal Tensor-Based Sparse Hyperspectral Unmixing}, 
  year={2021},
  volume={59},
  number={8},
  pages={6854-6868},
  doi={10.1109/TGRS.2020.3030233}}

@ARTICLE{wujstars2020,
  author={Wu, Zhong-Cheng and Huang, Ting-Zhu and Deng, Liang-Jian and Vivone, Gemine and Miao, Jia-Qing and Hu, Jin-Fan and Zhao, Xi-Le},
  journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, 
  title={A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion}, 
  year={2020},
  volume={13},
  number={},
  pages={6277-6290},
  doi={10.1109/JSTARS.2020.3030129}}

@ARTICLE{xujstars2020,
  author={Xu, Ting and Huang, Ting-Zhu and Deng, Liang-Jian and Zhao, Xi-Le and Huang, Jie},
  journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, 
  title={Hyperspectral Image Superresolution Using Unidirectional Total Variation With Tucker Decomposition}, 
  year={2020},
  volume={13},
  number={},
  pages={4381-4398},
  doi={10.1109/JSTARS.2020.3012566}}