Research Article
Multimodal Medical Image Fusion Based on Multiple Latent Low-Rank Representation
Table 5
Objective evaluation of fusion methods in the fifth set of images.
| | Fusion method | | | | | |
| | Proposed method | 0.5260 | 0.6594 | 0.6234 | 0.6005 | 46.2110 | | CSR | 0.5175 | 0.8783 | 0.8793 | 0.8374 | 22.4600 | | ASR | 0.4639 | 0.7902 | 0.7986 | 0.6573 | 53.9060 | | CSMCA | 0.4808 | 0.7908 | 0.8237 | 0.7346 | 76.9750 | | CNN | 0.5186 | 0.7668 | 0.8170 | 0.4144 | 11.8690 | | BMPCNN | 0.3632 | 0.7289 | 0.8196 | 0.7099 | 14.8240 | | MDLatLRR | 0.4591 | 0.7905 | 0.8180 | 0.7464 | 17.9870 | | VGG-19 | 0.4947 | 0.6974 | 0.6851 | 0.6797 | 5.1760 | | NSCT_SR | 0.4962 | 0.7658 | 0.7943 | 0.9358 | 2.2660 | | LP_SR | 0.5083 | 0.7843 | 0.8435 | 0.6496 | 0.2280 |
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