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This paper proposes to increase the classification accuracy of hyperspectral images based on Empirical Mode Decomposition (EMD) algorithm and composite kernels. EMD is a signal decomposition algorithm and decomposes signals into several Intrinsic Mode Functions (IMFs) and a final residue. In this paper, two-dimensional EMD is initially applied to each hyperspectral image band separately and IMFs of...
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