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Super resolution Remote Sensing Image Processing Algorithm Based on Wavelet Transform and Interpolation

机译:基于小波变换和插值的超分辨率遥感图像处理算法

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摘要

According to characteristic of image wavelet transform and interpolation, this paper proposes an remote sensing image interpolation method combining wavelet transform and interpolation algorithm, which can improve the remote sensing image resolution. Experiments show that the algorithm can properly retain abundant high frequency information in original remote sensing image. After interpolation processing and wavelet reconstruction, we can obtain an remote sensing image with higher resolution, better visual effect, higher Signal Noise Ratio (SNR), more detail information and no apparent warp. Therefore, this algorithm is an effective method of super-resolution remote sensing image processing.
机译:根据图像小波变换和插值的特征,本文提出了一种组合小波变换和插值算法的遥感图像插值方法,其可以提高遥感图像分辨率。实验表明,该算法可以在原始遥感图像中正确地保持丰富的高频信息。在插值处理和小波重建之后,我们可以获得具有更高分辨率,更好的视觉效果,较高的信号噪声比(SNR),更详细信息和没有明显的经线的遥感图像。因此,该算法是超分辨率遥感图像处理的有效方法。

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