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

Table 5

Misclassification rates of the aquaculture ponds.

Methods	Mangrove	Aquaculture raft	Background
U-Net	0.134942	0.002740	43.599243
U-Net (CBS)	0.012220	0.001137	20.759122
DeepLabV3+	0.003515	0.000000	16.947220
DeepLabV3+ (CBS)	0.008277	0.000012	12.074753
LFCSDN (ours, BN)	0.008212	0.000160	17.802990
LFCSDN (ours, CBS)	0.010225	0.000027	16.359246