Insulator Semantic Segmentation in Aerial Images Based on Multiscale Feature Fusion

Table 5

Experimental results of our method against other state-of-the-art methods on the Insulator test dataset comparison of our method against other state-of-the-art methods on the Insulator test dataset.

Model	Pixel Acc	Class Acc	mIOU	f.w. IOU	Time (ms)
FCN-8s	98.85	88.50	86.66	97.75	157
SegNet	99.07	93.01	89.64	98.22	167
U-Net	99.20	93.28	90.67	98.46	181
DeepLabV3	98.90	91.10	87.40	97.89	176
GCN	99.06	92.11	89.07	98.18	348
Ours	99.61	97.44	95.12	99.24	67