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

Table 3

Misclassification rates of the mangroves.

Methods	Aquaculture raft	Aquaculture pond	Background
U-Net	0.006395	0.262101	10.747875
U-Net (CBS)	0.000132	0.008735	8.345952
DeepLabV3+	0.001192	0.051232	7.494523
DeepLabV3+ (CBS)	0.000038	0.029939	5.522487
LFCSDN (ours, BN)	0.013667	0.048097	8.883216
LFCSDN (ours, CBS)	0.000366	0.039204	7.215670