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A novel hyperspectral image (HSI) classification method by the probabilistic fusion of pixel-level and superpixel-level classifiers is proposed. Generally, pixel-level classifiers based on spectral information only may generate “salt and pepper” result in the classification map since spatial correlation is not considered. By incorporating spatial information in homogeneous regions, the superpixel-level...
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