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For hyperspectral image, low spatial and spectral resolution will cause inaccurate object detection and classification. In this paper, a novel jointly spatial-spectral resolution enhancement algorithm is proposed to promote the spatial resolution and spectral resolution simultaneously, high spatial resolution information from panchromatic image is used as constraint in spectral enhancement while the...
Hyperspectral image denoising and unmixing are two separate stages in traditional works. Unmixing algorithm is implemented after denoising. The performance of unmixing will be promoted if noise in hyperspectral image is removed well. But the result of unmixing can not be used to improve the result of denoising. In this paper we propose a joint denoising and unmixing algorithm for hyperspectral image...
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