Selecting pseudo supervision for unsupervised domain adaptive SAR target classification

EURASIP Journal on Advances in Signal Processing

Table 5 Classification results of different methods with 10 samples randomly selected for each class

	17° → 30°	30° → 17°	17° → 45°	45° → 17°	30° → 45°	45° → 30°	Average
ResNet18[27]	82.11	87.94	43.61	36.26	42.16	37.66	54.96
DDC[8]	67.20	80.45	43.28	59.53	52.81	50.87	59.02
DaNN[20]	92.66	89.32	60.19	62.72	65.31	55.30	70.92
CDAN[12]	89.92	93.93	50.33	59.57	57.43	58.82	68.33
MCC[14]	85.23	92.46	59.86	57.36	65.88	49.74	68.42
JAN[11]	87.79	93.66	42.41	36.26	58.62	49.44	61.36
MCD[13]	52.48	44.95	41.67	33.25	41.60	39.53	42.24
SPL	93.66	96.14	61.96	69.33	61.74	59.25	73.68
SPL-CCR	88.09	95.79	63.04	74.48	62.50	61.38	74.21