Research Article

[Retracted] Image Segmentation Technology Based on Attention Mechanism and ENet

Table 1

Framework of ENet.

NameTypeOutput size

Initial16 × 256 × 256

1BottleneckDownsampling64 × 128 × 128
4 × Bottleneck 164 × 128 × 128

2Bottleneck 2.0Downsampling128 × 64 × 64
Bottleneck 2.1128 × 64 × 64
Bottleneck 2.2Dilated 2128 × 64 × 64
Bottleneck 2.3Asymmetric 5128 × 64 × 64
Bottleneck 2.4Dilated 2128 × 64 × 64
Bottleneck 2.5128 × 64 × 64
Bottleneck 2.6Dilated 2128 × 64 × 64
Bottleneck 2.7Asymmetric 5128 × 64 × 64
Bottleneck 2.8Dilated 16128 × 64 × 64

3Repeat section 2Without bottleneck 2.0

4Bottleneck 4.0Upsampling64 × 128 × 128
Bottleneck 4.164 × 128 × 128
Bottleneck 4.264 × 128 × 128

5Bottleneck 5.0Upsampling16 × 256 × 256
Bottleneck 5.1Upsampling16 × 256 × 256
FCC × 512 × 512