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Hyperspectral imaging is a technique which gathers large number of images at various wavelength for the same area of Earth. Once Hyperspectral Image (HSI) has been acquired, a meaningful information can be obtained by further processing it. Processing of HSI must aim at achieving of given goals: detect and classify the elementary materials for each pixel. Hyperspectral image classification is an active...