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MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150
Authors:  Qian Hu;  Jiayi Ma;  Yuan Gao;  Junjun Jiang;  Yixuan Yuan
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Compressive imaging  deep unfolding network hyperspectral image  
More than Lightening: A Self-supervised Low-light Image Enhancement Method Capable for Multiple Degradations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 622-637
Authors:  Han Xu;  Jiayi Ma;  Yixuan Yuan;  Hao Zhang;  Xin Tian;  Xiaojie Guo
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Color correction  low-light image enhancement  self-supervised learning  
PAPS: Progressive Attention-Based Pan-sharpening 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 391-404
Authors:  Yanan Jia;  Qiming Hu;  Renwei Dian;  Jiayi Ma;  Xiaojie Guo
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High-resolution multispectral image  image fusion  pan-sharpening  progressive enhancement  
Feature Matching via Topology-Aware Graph Interaction Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130
Authors:  Yifan Lu;  Jiayi Ma;  Xiaoguang Mei;  Jun Huang;  Xiao-Ping Zhang
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Feature matching  graph cut  outlier filtering  topology preserving  
Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1668-1691
Authors:  Xinya Wang;  Qian Hu;  Yingsong Cheng;  Jiayi Ma
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Deep learning  hyperspectral image  image fusion  image super-resolution  survey  
D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 813-815
Authors:  Erting Pan;  Yong Ma;  Xiaoguang Mei;  Jun Huang;  Fan Fan;  Jiayi Ma
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Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors:  Jiayi Ma;  Kaining Zhang;  Junjun Jiang
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Feature matching  locality preserving matching  loop closure detection  SLAM  
Sparse Tensor Prior for Hyperspectral, Multispectral, and Panchromatic Image Fusion 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 284-286
Authors:  Xin Tian;  Wei Zhang;  Dian Yu;  Jiayi Ma
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Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors:  Xinya Wang;  Jiayi Ma;  Junjun Jiang
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Blind super-resolution  contrastive learning  deep learning  image super-resolution (SR)  
SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2121-2137
Authors:  Linfeng Tang;  Yuxin Deng;  Yong Ma;  Jun Huang;  Jiayi Ma
Adobe PDF(7619Kb)  |  Favorite  |  View/Download:203/80  |  Submit date:2022/12/02
Global spatial attention  image fusion  image registration  mutual promotion  semantic awareness