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Super-resolution Reconstruction of Satellite Video Images Based on Interpolation Method

机译:基于插值法的卫星视频图像超分辨率重建

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At present, super-resolution reconstruction technology is widely used in remote sensing as an effective means to improve the resolution. The super-resolution reconstruction technique reconstructs a series of low-resolution images into one high-resolution image by using complementary information provided by images pixel displacements. In this paper, the satellite video comes from Durango Mexico is used as experimental data. The Vandewalle motion estimation method and Interpolation reconstruction method are used to reconstruct the satellite video images, and the quality evaluation combines subjective evaluation with objective evaluation to appraise the results comprehensively and effectively. Experimental results show that static feature edges reconstructed by Interpolation reconstruction method are even more smooth and clear, and the detail information is more abundant, which can effectively improve the resolution of satellite video images.
机译:目前,超分辨率重建技术已广泛应用于遥感领域,是提高分辨率的有效手段。超分辨率重建技术通过使用图像像素位移提供的补充信息,将一系列低分辨率图像重建为一个高分辨率图像。在本文中,来自墨西哥杜兰戈的卫星视频被用作实验数据。采用Vandewalle运动估计法和插值重构法重构卫星视频图像,质量评估将主观评估与客观评估相结合,对结果进行全面,有效的评估。实验结果表明,采用插值重建方法重建的静态特征边缘更加平滑清晰,细节信息更加丰富,可以有效提高卫星视频图像的分辨率。

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