Abstract:We propose a dual-branch multi-region gaussian pyramid based multi-scale feature extraction and spectral feature extraction network. We use the PCA algorithm to reduce the dimensionality of the data before feature extraction, but the degree of data downscaling is different for the two-branch network. For the spatial information of hyperspectral images, we use a multi-region piecewise gaussian pyramid downsampling method to generate multi-scale and multi-resolution image data and use an improved resnet network … Show more
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