Dual-Path Residual “Shrinkage” Network for Side-Scan Sonar Image Classification

Table 11

Classification performance of the proposed model with DSC and standard convolution.

Model		OA (%)	AA (%)	Kappa × 100	Time (s)
ResNet34	Std-CNN	94.64	94.28	91.29	5441
	DP-DRSN	95.09	95.0	92.14	5110
ResNet50	Std-CNN	92.86	92.760.33	86.510.23	9257168
	DP-DRSN	94.64	94.10	90.60	7335