Journal of Electrical and Computer Engineering / 2018 / Article / Tab 3

Research Article

Extraction of Earth Surface Texture Features from Multispectral Remote Sensing Data

Table 3

The comparision of SVM multisclassification efficiency.

Experimental dataConventional bandsSpecial bandsPrincipal component data
Extraction method of input variablesGLCMGLDFS

Recognition rate of reef (%)93.287.391.6
Recognition rate of seawater (%)93.989.796.1
Recognition rate of foam (%)81.674.376.1
Recognition rate of average (%)78.286.383.9
Spending of time (s)938945

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