High Spatial Resolution Remote Sensing Data Classification Method Based on Spectrum Sharing

Table 2

Segmentation effect of remote sensing image.

Land type river surface class	Paper method		Remote sensing image classification method based on IFCM clustering and variational inference		Remote sensing image classification method based on heterogeneous machine learning algorithm fusion
	Segmentation time (s)	Accuracy (%)	Segmentation time (s)	Accuracy (%)	Segmentation time (s)	Accuracy (%)
Cultivated land	0.17	99.27	0.55	86.94	1.80	86.65
Construction land	0.14	99.67	0.89	87.12	1.85	87.34
Highway	0.17	97.69	0.79	85.86	1.93	85.60
Groundbreaking	0.19	98.90	1.16	82.36	0.90	87.55
Garden class	0.11	98.19	0.62	84.21	0.91	89.26
Forest land	0.12	92.04	1.83	88.84	1.38	86.98
Land type	0.27	92.01	1.99	84.55	1.68	86.47