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. 2025 Mar 24;16:1457197. doi: 10.3389/fphys.2025.1457197

TABLE 7.

Comparative analysis of different segmentation methods.

Model Feature extraction network IoU/% Model parameter
FCN-8s VGG16 89.90 71.1
U-Net Paper Source 93.72 118
DeepLabV3+ Xception 94.20 209
Proposed algorithm MobileNetV2 94.37 12.4