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2020 – today
- 2025
[i4]Shiqi Cao, Liang-Jian Deng, Shangqi Deng:
ResPanDiff: Diffusion Model for Pansharpening by Inferring Residual Inference. CoRR abs/2501.05091 (2025)- 2024
- [j5]RuoCheng Wu, Shangqi Deng, Ran Ran
, Hong-Xia Dou, Liang-Jian Deng:
INF3: Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion. IEEE Trans. Computational Imaging 10: 1547-1558 (2024) - [c2]Yu-Jie Liang, Zihan Cao, Shangqi Deng, Hong-Xia Dou, Liang-Jian Deng:
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion. NeurIPS 2024 - [i3]RuoCheng Wu, ZiEn Zhang, Shangqi Deng, Yule Duan, Liang-Jian Deng:
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening. CoRR abs/2409.06980 (2024) - 2023
- [j4]Chunyu Zhu, Shangqi Deng, Jiaxin Li, Ying Zhang, Liwei Gong, Liangbo Gao, Na Ta, Shengbo Chen, Qiong Wu:
Hyperspectral and multispectral remote sensing image fusion using SwinGAN with joint adaptive spatial-spectral gradient loss function. Int. J. Digit. Earth 16(1): 3580-3600 (2023) - [j3]Shang-Qi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Danfeng Hong, Gemine Vivone:
PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j2]Chunyu Zhu, Shangqi Deng, Yingjie Zhou, Liang-Jian Deng, Qiong Wu:
QIS-GAN: A Lightweight Adversarial Network With Quadtree Implicit Sampling for Multispectral and Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [c1]Shangqi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Rui Wen:
Bidirectional Dilation Transformer for Multispectral and Hyperspectral Image Fusion. IJCAI 2023: 3633-3641 - [i2]Shang-Qi Deng, RuoCheng Wu, Liang-Jian Deng, Ran Ran, Tai-Xiang Jiang:
Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion. CoRR abs/2307.07288 (2023) - [i1]Yupu Yao, Shangqi Deng, Zihan Cao, Harry Zhang, Liang-Jian Deng:
APLA: Additional Perturbation for Latent Noise with Adversarial Training Enables Consistency. CoRR abs/2308.12605 (2023) - 2022
- [j1]Zhendong Sun, Qilei Zhu, Shangqi Deng, Xu Li, Xueqian Hu, Riqiang Chen, Guowen Shao, Hao Yang, Guijun Yang:
Estimation of crop residue cover in rice paddies by a dynamic-quadripartite pixel model based on Sentinel-2A data. Int. J. Appl. Earth Obs. Geoinformation 106: 102645 (2022)
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