首页> 外文会议>Conference on Image Processing and Pattern Recognition in Remote Sensing Oct 25-27, 2002 Hangzhou, China >Super resolution Remote Sensing Image Processing Algorithm Based on Wavelet Transform and Interpolation
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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点,提出一种结合小波变换和插值算法的遥感图像插值方法,可以提高遥感图像的分辨率。实验表明,该算法可以在原始遥感图像中适当保留丰富的高频信息。经过插值处理和小波重构,可以获得分辨率更高,视觉效果更好,信噪比(SNR)更高,细节信息更多,无明显扭曲的遥感图像。因此,该算法是一种超分辨率遥感图像处理的有效方法。

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