耦合变分模型与深度先验的视频遥感图像空-谱分辨率增强方法研究

61971319
2019
F0113.信息获取与处理
袁强强
面上项目
教授
武汉大学
65万元
高光谱遥感;多光谱遥感;光谱遥感
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection 期刊论文 Jiang He;Qiangqiang Yuan;Jie Li;Yi Xiao;Liangpei Zhang
2 Local-Global Temporal Difference Learning for Satellite Video Super-Resolution 期刊论文 Xiao Yi;Yuan Qiangqiang;Jiang Kui;Jin Xianyu;He Jiang;Zhang Liangpei;Lin Chia-wen
3 Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion 期刊论文 Xiao Jiajun;Li Jie;Yuan Qiangqiang;Jiang Menghui;Zhang Liangpei
4 Spectral super-resolution meets deep learning: Achievements and challenges 期刊论文 Jiang He;Qiangqiang Yuan;Jie Li;Yi Xiao;Denghong Liu;Huanfeng Shen;Liangpei Zhang
5 Remote sensing image super-resolution via cross-scale hierarchical transformer 期刊论文 Xiao Yi;Yuan Qiangqiang;He Jiang;Zhang Liangpei
6 A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M³) 期刊论文 Shuheng Zhao;Qiangqiang Yuan;Jie Li;Yunze Hu;Xinxin Liu;Liangpei Zhang
7 面向多光谱卫星成像的广义光谱超分辨率 期刊论文 何江;袁强强;李杰
8 Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution 期刊论文 He Jiang;Li Jie;Yuan Qiangqiang;Shen Huanfeng;Zhang Liangpei
9 A residual convolutional neural network for polarimetric SAR image super-resolution 期刊论文 Shen Huanfeng;Lin Liupeng;Li Jie;Yuan Qiangqiang;Zhao Lingli
10 A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion 期刊论文 Xiao Jiajun;Li Jie;Yuan Qiangqiang;Zhang Liangpei
11 EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution 期刊论文 Yi Xiao;Qiangqiang Yuan;Kui Jiang;Jiang He;Xianyu Jin;Liangpei Zhang
12 A Global Gravity Reconstruction Method for Mercury Employing Deep Convolutional Neural Network 期刊论文 Zhao Shuheng;Liu Denghong;Yuan Qiangqiang;Li Jie
13 Combined Deep Priors With Low-Rank Tensor Factorization for Hyperspectral Image Restoration 期刊论文 Zhang Qiang;Dong Yushuai;Yuan Qiangqiang;Song Meiping;Yu Haoyang
14 Scene-Adaptive Remote Sensing Image Super-Resolution Using a Multiscale Attention Network 期刊论文 Shu Zhang;Qiangqiang Yuan;Jie Li;Jing Sun;Xuguo Zhang
15 Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection 期刊论文 Qiang Zhang;Jian Zhu;Yan Huang;Qiangqiang Yuan;Liangpei Zhang
16 Generating a long-term (2003-2020) hourly 0.25° global PM2.5 dataset via spatiotemporal downscaling of CAMS with deep learning (DeepCAMS) 期刊论文 Xiao Yi;Wang Yuan;Yuan Qiangqiang;He Jiang;Zhang Liangpei
17 Learning a Local-Global Alignment Network for Satellite Video Super-Resolution 期刊论文 Jin Xianyu;He Jiang;Xiao Yi;Yuan Qiangqiang
18 Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks 期刊论文 Gao Jianhao;Yuan Qiangqiang;Li Jie;Zhang Hai;Su Xin
19 A differential information residual convolutional neural network for pansharpening 期刊论文 Jiang Menghui;Shen Huanfeng;Li Jie;Yuan Qiangqiang;Zhang Liangpei
20 From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution 期刊论文 Xiao Yi;Yuan Qiangqiang;Jiang Kui;He Jiang;Wang Yuan;Zhang Liangpei
21 A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening 期刊论文 He Jiang;Yuan Qiangqiang;Li Jie;Zhang Liangpei
22 SGD-SM 2.0: an improved seamless global daily soil moisture long-term dataset from 2002 to 2022 期刊论文 Zhang Qiang;Yuan Qiangqiang;Jin Taoyong;Song Meiping;Sun Fujun
23 Hyperspectral Image Denoising: From Model-Driven, Data-Driven, to Model-Data-Driven 期刊论文 Zhang Qiang;Zheng Yaming;Yuan Qiangqiang;Song Meiping;Yu Haoyang;Xiao Yi
24 Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising 期刊论文 Qiang Zhang;Qiangqiang Yuan;Meiping Song;Haoyang Yu;Liangpei Zhang
25 Deep Blind Super-Resolution for Satellite Video 期刊论文 Xiao Yi;Yuan Qiangqiang;Zhang Qiang;Zhang Liangpei
26 SPIRIT: Spectral Awareness Interaction Network with Dynamic Template for Hyperspectral Object Tracking 期刊论文 Chen Yuzeng;Yuan Qiangqiang;Tang Yuqi;Xiao Yi;He Jiang;Zhang Liangpei
27 Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion 期刊论文 Zhao Shuheng;Li Jie;Yuan Qiangqiang;Shen Huanfeng;Zhang Liangpei
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