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In this paper, Vertex Component Analysis based spectral unmixing is proposed as a preprocessing stage for hyperspectral image compression. The two approaches generally used in hyperspectral image compression are to compress it as a 3D cube or apply two stages of data reduction (spectral and spatial). In the first method, the hyperspectral image is considered as a cube and 3-D compression is applied...
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