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Classification and extraction of spatial and spectral features are investigated in urban areas from for high resolution hyperspectral imagery (HHR). The approach consists of two steps. First, the shape expansion and texture features were extracted by PSI and GLCM respectively; and spectral information was expressed by parts-based component feature generated by nonnegative matrix factorization or constrained...
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