基于双阶段注意力机制与可逆变换的医学图像融合

沈瑜,袁祯,刘佳英,白珊,强振凯

Medical image fusion based on dual-stage attention mechanism and invertible transformation

Yu SHEN,Zhen YUAN,Jiaying LIU,Shan BAI,Zhenkai QIANG

表 3 消融实验的客观比较

Tab.3 Objective comparison of ablation experiment

方法 SD SF AG CC PSNR/dB SCD VIF MS-SSIM DSAM IBRC EDEN — √ √ 62.2222 19.7061 5.1053 0.9031 18.6376 1.7771 0.5984 0.8012 √ — √ 64.2303 19.8556 5.3521 0.8953 18.1174 1.8528 0.6227 0.7751 √ √ — 61.9728 19.6071 5.1206 0.8814 19.3051 1.7515 0.6472 0.8007 √ — — 53.1569 19.4390 4.2488 0.8939 11.2835 1.3287 0.2857 0.8029 — √ — 62.9537 16.7338 4.2512 0.8261 18.1359 1.7776 0.2579 0.3367 — — √ 58.4624 16.2514 5.2634 0.8342 16.4543 1.2345 0.4624 0.4672 — — — 56.4900 20.2531 5.0306 0.7053 15.5753 1.6672 0.0663 0.5890 √ √ √ 66.2449 20.9447 5.4402 0.9189 19.3295 1.8646 0.8469 0.8105