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Table 1 Performance comparison of Xiamen, China

From: Land cover classification combining Sentinel-1 and Landsat 8 imagery driven by Markov random field with amendment reliability factors

MethodPrecisionUrbanwaterVegetationOverall accuracyKappa
MRF-ARFPA97.87%85.20%87.47%93.61%0.8717
UA92.46%87.96%96.40%
MRF-RFPA58.48%88.81%62.45%61.00%0.4209
UA97.99%8.48%84.01%
ATWT-EMDPA66.48%88.65%60.02%64.90%0.3549
UA74.38%29.93%60.98%
SAR onlyPA95.55%37.16%38.87%72.75%0.3938
UA70.52%99.76%81.07%
Optical onlyPA59.25%93.26%77.50%67.15%0.4444
UA96.97%25.77%56.05%