Extraction and Classification of the Supervised Coastal Objects Based on HSRIs and a Novel Lightweight Fully Connected Spatial Dropout Network

Table 4

Misclassification rates of the aquaculture rafts.

Methods	Mangrove	Aquaculture pond	Background
U-Net	0.093508	0.022565	10.782253
U-Net (CBS)	0.099160	0.000000	5.674210
DeepLabV3+	0.037697	0.027594	11.352514
DeepLabV3+ (CBS)	0.004317	0.000979	8.084409
LFCSDN (ours, BN)	0.019538	0.001602	5.662638
LFCSDN (ours, CBS)	0.101653	0.025324	5.619378