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Pan-sharpening with Structural Consistency and L1/2 Gradient Prior

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https://figshare.com/articles/Pan-sharpening_with_Structural_Consistency_and_L1_2_Gradient_Prior/3412381/5
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In this letter, a variational method is proposed for pan-sharpening by fusing a low resolution multispectral (LRMS) image with a high resolution panchromatic (PAN) image to generate a high resolution multispectral (HRMS) image. Most methods focus on spatial intensity preservation while the proposed method tends to preserve the consistency of the spatial structure information. In addition, an L<sub>1</sub>-aL<sub>2</sub> metric is used to estimate L<sub>1/2</sub> gradient prior. The alternating direction method of multipliers (ADMM) and the difference of convex algorithm (DCA) are used to guarantee the convergence of the algorithm. A large number of experiments show that the proposed method has obvious advantages compared with other advanced methods both subjectively and objectively.
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Figshare
创建时间:
2016-06-12
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