基于特征匹配的月球撞击坑自动提取研究An automatic detection algorithm of lunar craters based on feature matching
鲁宇航;苗放;都骏;
摘要(Abstract):
本文提出了一种基于特征匹配的撞击坑自动提取算法,该算法以单个撞击坑的5个典型影像特征为依据,用最大类间方差法将月面影像分割为暗区、亮区和背景3类;再使用区域生长将离散点聚合,通过特征匹配找出属于同一撞击坑的暗区与亮区,并利用八方向Sobel算子获取边缘控制点并拟合边缘。经过"嫦娥一号"和"嫦娥二号"部分遥感影像的验证,该算法对于纬度较高地区的月面影像提取效果较好,已成功应用到数字月球平台进行全月展示。
关键词(KeyWords): 月球撞击坑;阈值分割;区域生长;特征匹配;边缘检测
基金项目(Foundation): 国家863高技术研究发展计划项目(2010AA12202)“绕月探测工程科学数据应用与研究”
作者(Author): 鲁宇航;苗放;都骏;
Email:
DOI: 10.16251/j.cnki.1009-2307.2013.05.036
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