Extraction of Earth Surface Texture Features from Multispectral Remote Sensing Data
Table 3
The comparision of SVM multisclassification efficiency.
Experimental data
Conventional bands
Special bands
Principal component data
Extraction method of input variables
GLCM
GLDFS
Recognition rate of reef (%)
93.2
87.3
91.6
Recognition rate of seawater (%)
93.9
89.7
96.1
Recognition rate of foam (%)
81.6
74.3
76.1
Recognition rate of average (%)
78.2
86.3
83.9
Spending of time (s)
93
89
45
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