Research Article
Multimodal Medical Image Fusion Based on Multiple Latent Low-Rank Representation
Table 2
Objective evaluation of fusion methods in the second set of images.
| | Fusion method | | | | | |
| | Proposed method | 0.4495 | 0.5647 | 0.6995 | 0.6061 | 50.6440 | | CSR | 0.3911 | 0.6363 | 0.7000 | 0.7454 | 33.1950 | | ASR | 0.3595 | 0.7122 | 0.7532 | 0.7328 | 64.9900 | | CSMCA | 0.3491 | 0.6315 | 0.7090 | 0.6974 | 78.8380 | | CNN | 0.4131 | 0.4757 | 0.6533 | 0.5848 | 13.8630 | | BMPCNN | 0.3726 | 0.5354 | 0.6918 | 0.6210 | 15.7120 | | MDLatLRR | 0.3657 | 0.6516 | 0.7108 | 0.7357 | 21.1340 | | VGG-19 | 0.4211 | 0.4030 | 0.6457 | 0.3627 | 5.1570 | | NSCT_SR | 0.3725 | 0.5514 | 0.6886 | 0.6389 | 2.2760 | | LP_SR | 0.3582 | 0.6025 | 0.6741 | 0.6521 | 0.2210 |
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