A SAR Image Target Recognition Approach via Novel SSF-Net Models

Table 3

Recognition accuracy rates of different depth SSF-Nets (%).

Method	SAR-SOC		SAR-EOC-1
	Tanh	ReLU	Tanh	ReLU
SSF-Net12-3FC	98.49	99.19	95.32	97.55
SSF-Net12-1FC	97.47	99.09	97.02	96.58
SSF-Net12-GAP	99.33	98.99	97.17	97.02
SSF-Net14-3FC	99.27	99.34	99.50	98.59
SSF-Net14-1FC	99.37	99.20	99.24	97.96
SSF-Net14-GAP	99.18	99.43	99.05	97.55
SSF-Net17-3FC	99.39	99.37	99.36	98.92
SSF-Net17-1FC	99.31	99.35	98.81	98.02
SSF-Net17-GAP	99.55	99.45	98.78	95.67
SSF-Net20-3FC	99.43	99.35	98.47	99.16
SSF-Net20-1FC	99.54	99.34	98.69	98.63
SSF-Net20-GAP	99.42	99.30	99.33	98.11