Research Article

An Improved Urban Mapping Strategy Based on Collaborative Processing of Optical and SAR Remotely Sensed Data

Table 4

Comparison of urban mapping accuracy with fused mapping results.

AreaOA
LRSPCBTGSHSVCTM

XZ
 SVM86.88%91.57%86.38%91.21%85.36%84.01%97.30%
 NN87.50%94.61%97.71%92.31%91.84%75.10%97.30%
PV
 SVM84.58%89.36%57.04%86.40%84.72%79.66%88.48%
 NN86.18%77.86%24.83%84.37%83.19%78.86%88.48%