WorldView-3单景影像去云处理对比研究Comparative study on cloud removal of WorldView-3 single scene images
姜琪,代晶晶,田淑芳
摘要(Abstract):
针对云雾天获取的影像对比度低、地物细节模糊,严重影响影像后期处理的问题,该文基于WorldView-3(WV-3)遥感影像,通过薄云最优化变换(HOT)与点云算法相结合、暗通道两种方法去除或削减图像中云层信息,并采用相关系数、光谱扭曲度等参数定量评价两种方法的去云效果。结果显示,HOT与点云算法结合与暗通道两种方法均能对WV-3影像中云层信息进行去除,其中后者去云结果各波段的相关系数比前者去云结果平均高出6.9%,后者的光谱扭曲度比前者平均低出1.67%。因此暗通道去云方法要优于HOT与点云算法结合的去云方法。
关键词(KeyWords): 去云处理;HOT;点云算法;暗通道方法;定量评价
基金项目(Foundation): 中国地质调查二级项目(DD20190173)
作者(Author): 姜琪,代晶晶,田淑芳
DOI: 10.16251/j.cnki.1009-2307.2021.08.020
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