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. 2022 Jan 25;22(3):911. doi: 10.3390/s22030911

Table 2.

Decoder structure.

Dec. 1 Dec. 2 Dec. 3 Dec. 4 Dec. 5 Dec. 6
[Res. 1] [Res. 2] [Res. 3] [Res. 4] [Res. 5] [Res. 6]
T-Decoder 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,512upsample2 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,512upsample2 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,512upsample2
39×29×512 78×58×512 78 ×58×512 156×116×512 155×115×512 310×230×512
Dec. 1 Dec. 2 Dec. 3 Dec. 4 Dec. 5 Dec. 6
[Res, 4, Trans. 2] [Res. 4, Trans. 2] [Res. 4, Trans. 2] [Res. 4, Trans. 2] [Res. 4, Trans. 2] [Res. 4, Trans. 2]
c&a-Decoder 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,256downsample2 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,256downsample2 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,2563×3Conv,2561×1Conv,512
39×29×512 20×14×512 20×14×512 10×7×512 10×7×512 10×7×512
Dec. 1 Dec. 2 Dec. 3 Dec. 4 Dec. 5 Dec. 6
[Res, 4, Trans. 2] [Res. 4, Trans. 2] [Res. 4, Trans. 2] [Res. 4, Trans. 2] [Res. 4, Trans. 2] [Res. 4, Trans. 2]
J-Decoder 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,256downsample2 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,256downsample2 1×1Conv,2563×3Conv,2561×1Conv,512 1×1Conv,512upsample2
39×29×512 78×58×512 78×58×512 156×116×512 155×115×512 310×230×512