Acta Photonica Sinica, Volume. 52, Issue 2, 0210002(2023)
Generalized Spectral Super-resolution for Multispectral Satellite Imagings
Figures & Tables(8)
Fig. 1. Multispectral satellite imagings and generalized spectral super-resolution
Fig. 2. Joint data-driven and model-driven network for generalized spectral super-resolution
Table 1. Quantitative results of sSR on Sen2OHS dataset
View tableView in ArticleTable 1. Quantitative results of sSR on Sen2OHS dataset
Algorithm CC mPSNR mSSIM SAM DenseU 0.949 8 26.726 2 0.876 9 8.313 5 CanNet 0.962 1 28.198 1 0.890 1 7.423 3 HSCNN+ 0.959 3 28.811 7 0.916 4 6.907 6 HSRnet 0.972 5 28.980 1 0.934 4 6.841 0 Proposed method 0.974 8 29.307 4 0.942 8 6.578 8
Table 2. Quantitative results of FusSR on Sen2OHS dataset
View tableView in ArticleTable 2. Quantitative results of FusSR on Sen2OHS dataset
Algorithm CC mPSNR mSSIM SAM ERGAS DenseU 0.954 3 27.290 0 0.872 3 6.757 1 10.182 7 CanNet 0.969 0 28.933 5 0.896 4 5.465 3 6.734 8 HSCNN+ 0.967 2 29.696 8 0.925 3 5.413 9 6.556 7 HSRnet 0.974 9 29.956 5 0.932 9 5.229 5 7.103 2 Proposed method 0.981 6 30.529 0 0.952 1 4.940 4 5.451 3
Tools
Get Citation
Copy Citation Text
Jiang HE, Qiangqiang YUAN, Jie LI. Generalized Spectral Super-resolution for Multispectral Satellite Imagings[J]. Acta Photonica Sinica, 2023, 52(2): 0210002
Paper Information
Category:
Received: Sep. 12, 2022
Accepted: Oct. 20, 2022
Published Online: Mar. 28, 2023
The Author Email: Qiangqiang YUAN (yqiang86@gmail.com)
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20