Research Article
Study on TCM Tongue Image Segmentation Model Based on Convolutional Neural Network Fused with Superpixel
Table 2
Convolutional neural network segmentation results (mean ± standard deviation).
| Algorithm | PA | MPA | MIoU | FWIoU |
| FCN | 0.8856 ± 0.0099 | 0.8959 ± 0.0079 | 0.7957 ± 0.0153 | 0.7988 ± 0.0153 | DeepLab | 0.8828 ± 0.0070 | 0.8907 ± 0.0064 | 0.7910 ± 0.0115 | 0.7946 ± 0.0110 | UrNet | 0.9130 ± 0.0039 | 0.9159 ± 0.0046 | 0.8393 ± 0.0065 | 0.8430 ± 0.0065 |
|
|
The best result on each metric is shown in bold face.
|