基于多尺度膨胀残差和双重注意力的可变形配准网络
羊晶晶, 王远军
Deformable Registration Network Based on Multi-scale Dilated Residual and Dual Attention
YANG Jingjing, WANG Yuanjun
表5
MDRC中不同膨胀率的对比结果
Table 5
The comparison results of different dilation in MDRC
Dilation
DSC
HD95/mm
%|
J
ϕ
|≤0/%
Params/k
Flops/G
Memory/MB
Time/s (GPU)
1,2,1,2,2
0.753 ± 0.027
2.148 ± 0.820
1.541 ± 0.339
439.18
581.96
16572
0.363
1,1,2,2,2
0.749 ± 0.026
2.108 ± 0.737
1.393 ± 0.313
439.18
581.96
16572
0.364
1,1,1,2,3
0.750 ± 0.026
2.254 ± 0.789
1.398 ± 0.318
439.18
581.96
16572
0.364
1,1,1,2,2
0.751 ± 0.027
2.107 ± 0.765
1.384 ± 0.355
439.18
581.96
16572
0.364