一种基于ASR和PAPCNN的NSCT域遥感影像融合方法
|
吕开云,侯昭阳,龚循强,杨硕
|
A Remote Sensing Image Fusion Method based on ASR and PAPCNN in NSCT Domain
|
Lü Kaiyun,Zhaoyang Hou,Xunqiang Gong,Shuo Yang
|
|
表2 SPOT-6源影像融合结果的性能评价
|
Table 2 Performance evaluation of SPOT-6 source image fusion results
|
|
方法 | SD↑ | IE↑ | AG↑ | SF↑ | CC↑ | DD↓ | ERGAS↓ |
---|
GS | 3.429 | 3.162 | 0.698 | 1.592 | 0.924 | 3.042 | 14.648 | Wavelet | 3.641 | 3.540 | 0.696 | 1.591 | 0.963 | 3.065 | 13.705 | CNN | 3.287 | 3.273 | 0.776 | 1.631 | 0.918 | 3.526 | 16.812 | SR | 3.146 | 2.965 | 0.328 | 0.906 | 0.939 | 3.422 | 16.585 | ASR | 4.923 | 3.600 | 0.350 | 0.925 | 0.989 | 1.920 | 10.650 | PAPCNN | 3.252 | 3.183 | 0.818 | 1.905 | 0.898 | 3.457 | 28.292 | NSCT-ASR | 4.904 | 3.605 | 0.774 | 1.652 | 0.971 | 2.060 | 11.784 | NSCT-PAPCNN | 3.280 | 3.213 | 0.787 | 1.658 | 0.904 | 3.546 | 29.482 | 本文方法 | 4.976 | 3.631 | 0.796 | 1.679 | 0.974 | 2.045 | 9.066 |
|
|
|