Semantic Segmentation Algorithm Based on Attention Mechanism and Transfer Learning

Table 2

The comparison of CascadeASPP performance.

Test dataset	Model	PA (%)	MIoU (%)	FWIoU (%)
VOC2012	FCN	90.30	65.30	85.00
	FCN-ASPP	94.10	78.50	90.80
	FCN-CascadeASPP	94.80	80.20	91.30
Cityscapes	FCN	88.60	53.60	82.10
	FCN-ASPP	92.50	70.30	88.60
	FCN-CascadeASPP	93.20	72.60	89.80
Surv-Cityscapes	FCN	88.60	38.50	86.50
	FCN-ASPP	98.10	46.10	96.90
	FCN-CascadeASPP	98.10	47.50	97.10