EURASIP Journal on Image and Video Processing

Table 4 Comparison of OA (%) and Kappa (%) on SIRI-WHU data set

From: Remote sensing scene classification based on rotation-invariant feature learning and joint decision making

Methods	Epoch	TP(%)
		20		50		80
		OA	Kappa	OA	Kappa	OA	Kappa
AlexNet	120	46.72	41.88	82.50	80.91	88.33	87.27
Siamese AlexNet	120	54.38	50.23	83.25	81.73	88.96	87.95
Siamese AlexNet+R.D	120	58.28	54.49	86.71	85.20	89.12	88.18
VGG16	120	83.65	82.16	94.42	93.91	96.25	95.90
Siamese VGG16	120	84.43	83.01	94.50	94.00	97.30	97.05
Siamese VGG16+R.D	120	86.98	85.80	95.25	94.82	98.46	97.14
ResNet50	120	58.13	54.32	94.67	94.18	95.63	95.23
Siamese ResNet50	120	63.02	59.60	95.75	95.36	97.50	97.27
Siamese ResNet50+R.D	120	82.67	81.08	96.88	96.01	98.85	98.23

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