GF-2卫星图像融合算法比较与分析

Wan-Zhen Zhou, Jia-Ze Li
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引用次数: 0

摘要

图像融合是卫星图像处理技术中不可缺少的一步。经过正校正配准后可以进行图像融合,图像融合可以有效提高图像的利用率,提高图像中物体的辨别能力。本文首先介绍了当前图像融合技术的背景和意义,然后详细介绍了图像融合的相关算法。最后,通过实验对算法进行了实现。实验采用“GF-2”卫星获取图像数据。选择河北省划分的雄安新区作为试验区。对比分析安新县特色丰富、对比度高、浑浊度低的白洋淀码头。通过目视观察和定量分析对几种融合算法进行了比较和分析。本文的实验结果可为“GF-2”卫星图像数据的融合与应用提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison and Analysis of Image Fusion Algorithms for GF-2 Satellite
Image fusion is an indispensable step in the technology of satellite image processing. After orthorectification and registration can image fusion, the image fusion can effectively increase the utilization rate of the image and improve the discrimination of objects in the image. Firstly, this article introduces the background and significance of image fusion technology nowadays, and then introduced the related algorithms of image fusion in detail. Finally, the algorithm is implemented through experiments. The experiment adopts “GF-2” satellite to acquire the image data. The Xiongan New Area divided by Hebei Province was chosen as the experimental area. Comparing and analyzing the Baiyangdian Wharf in Anxin County, which is rich in features, high contrast, and low cloudiness. Several fusion algorithms were compared and analyzed by visual observation and quantitative analysis. The experimental results in this paper can be used to provide a reference for the fusion and application of “GF-2” satellite image data.
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