Acta Photonica Sinica, Volume. 53, Issue 10, 1028001(2024)
Remote Sensing Image Fusion Based on Joint Spectral and Spatial Dual-scale Detail Injection
Figures & Tables(12)
Fig. 4. IKONOS images and their fused results of different algorithms
Fig. 5. Quickbird images and their fused results of different algorithms
Fig. 6. WV4 images and their fused results of different algorithms
Fig. 7. GF2 images and their fused results of different algorithms
Table 1. Correlation between spectral scale differences and spatial scale differences
View tableView in ArticleTable 1. Correlation between spectral scale differences and spatial scale differences
Coefficient of correlation IKONOS Quickbird WV4 GF2 CORR 0.920 2 0.893 9 0.831 9 0.883 2
Table 2. Objective evaluation index for IKONOS fusion results
View tableView in ArticleTable 2. Objective evaluation index for IKONOS fusion results
IHS GSA MTF-GLP GFNDVI BAGDC Proposed 0.359 0 0.189 2 0.274 9 0.357 5 0.311 0 0.179 9 0.470 6 0.306 3 0.357 9 0.447 0 0.383 2 0.230 0 QNR 0.339 4 0.562 5 0.465 6 0.355 3 0.425 0 0.631 5 SCC 0.899 9 0.776 1 0.812 3 0.855 8 0.824 9 0.792 4
Table 3. Objective evaluation index for Quickbird fusion results
View tableView in ArticleTable 3. Objective evaluation index for Quickbird fusion results
IHS GSA MTF-GLP GFNDVI BAGDC Proposed 0.168 2 0.040 3 0.169 7 0.179 3 0.113 7 0.124 2 0.341 2 0.193 5 0.265 0 0.267 0 0.130 4 0.214 1 QNR 0.548 0 0.774 0 0.610 3 0.601 6 0.770 8 0.688 3 SCC 0.944 4 0.766 2 0.836 8 0.770 2 0.761 1 0.774 3
Table 4. Objective evaluation index for WV4 fusion results
View tableView in ArticleTable 4. Objective evaluation index for WV4 fusion results
IHS GSA MTF-GLP GFNDVI BAGDC Proposed 0.212 1 0.051 9 0.091 9 0.151 2 0.141 6 0.071 9 0.256 4 0.135 4 0.141 9 0.211 7 0.198 8 0.125 5 QNR 0.585 9 0.819 7 0.779 2 0.669 1 0.687 8 0.811 6 SCC 0.883 9 0.767 8 0.751 2 0.811 3 0.800 7 0.777 8
Table 5. Objective evaluation index for GF2 fusion results
View tableView in ArticleTable 5. Objective evaluation index for GF2 fusion results
IHS GSA MTF-GLP GFNDVI BAGDC Proposed 0.188 1 0.108 5 0.157 4 0.219 2 0.268 7 0.175 8 0.114 7 0.051 0 0.070 8 0.167 4 0.179 6 0.107 0 QNR 0.718 7 0.846 0 0.782 9 0.650 1 0.600 0 0.736 0 SCC 0.945 6 0.910 4 0.869 0 0.939 1 0.922 0 0.932 0
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Shuxiang WANG, Fei JIN, Yuzhun LIN, Jie RUI, Xibing ZUO, Xiao LIU, Xiaobing YANG. Remote Sensing Image Fusion Based on Joint Spectral and Spatial Dual-scale Detail Injection[J]. Acta Photonica Sinica, 2024, 53(10): 1028001
Paper Information
Category: Remote Sensing and Sensors
Received: Feb. 29, 2024
Accepted: Apr. 16, 2024
Published Online: Dec. 5, 2024
The Author Email: Fei JIN (jf371@sina.com)
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