Thin cloud removal of ZY-3 image based on improved homomorphism filtering method

Xiaoping Wu, Wunian Yang, Guoming Li
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引用次数: 9

Abstract

The ZY-3 satellite is the first civilian optical transmission and three-dimensional mapping satellite with highresolution in China. However, the cloud cover is still one of its main noises. This paper selects homomorphism filtering and improved homomorphism filtering algorithms to remove thin cloud after analyzing a variety of method characteristics of removing the cloud, and compares the two methods from by both qualitative analysis and quantitative evaluation. The result shows that the removal of thin clouds of ZY-3 image based on improved homomorphism filtering method has smaller image distortion, and at the same time, keeps the spatial texture detail, which is more suitable for ZY-3 to remove cloud.
基于改进同态滤波方法的ZY-3图像薄云去除
运-3卫星是中国第一颗民用高分辨率光传输和三维测绘卫星。然而,云层仍然是它的主要噪音之一。本文在分析各种去云方法的特点后,选择同态滤波和改进同态滤波算法去薄云,并通过定性分析和定量评价对两种方法进行比较。结果表明,基于改进同态滤波方法的ZY-3图像薄云去除具有较小的图像畸变,同时保持了空间纹理细节,更适合ZY-3图像去云。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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