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Comparing texture analysis methods through classification

Comparing texture analysis methods through classification

PEandRS, Photogrammetric Engineering and Remote Sensing 69(4): 357-367

The development and testing of two techniques of texture analysis based on different mathematical tools, viz., the semi-variogram and the Fourier spectra, are presented. These are also compared against a benchmark approach - the Gray-Level Co-occurrence Matrix. The three methods and their implementation are briefly described. Three series of experiments have been prepared to test the performance of these methods in various classification contexts.

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