计算机工程与应用 ›› 2010, Vol. 46 ›› Issue (27): 17-19.DOI: 10.3778/j.issn.1002-8331.2010.27.004

• 博士论坛 • 上一篇    下一篇

Freeman-Durden分解方法提取雷达影像含水量信息

徐星欧,舒 宁,李 磊   

  1. 武汉大学 遥感信息工程学院,武汉 430079
  • 收稿日期:2010-06-28 修回日期:2010-08-11 出版日期:2010-09-21 发布日期:2010-09-21
  • 通讯作者: 徐星欧

Water content informantion extraction from quad-polarization SAR images via Freeman-Durden decomoposition

XU Xing-ou,SHU Ning,LI Lei   

  1. Department of Remote Sensing,Wuhan University,Wuhan 430079,China
  • Received:2010-06-28 Revised:2010-08-11 Online:2010-09-21 Published:2010-09-21
  • Contact: XU Xing-ou

摘要: 全极化雷达影像信息最佳描述方法是可以针对应用选择的影像目标分解分量的表示。Freeman-Durden分解方法是在植被存在的情况下提出的,适合于这个环境下含水量信息的提取,也可以应对雷达影像提取土壤含水量信息时常见的植被带来的干扰。首次尝试使用这种分解方法定量提取土壤含水量信息,并通过RADARSAT-2卫星的武汉地区数据和实地测量分析提出了Freeman-Durden分解中的偶数次散射分量数值和含水量之间的经验模型,并用实验证明了其有效性。对这种提取含水量信息的方法和进一步的研究进行了分析和展望。

关键词: 全极化雷达, 影像处理, Freeman-Durden分解, 含水量信息

Abstract: Information in quad-polarization SAR images can be best described by components of target decomposition results.Freeman-Durden decomposition is based on model of ground when vegetation represents,thus it is capable for soil water content information extraction.It can also solve problems always happened when employing radar remote sensing images for such applications caused by vegetation.A first try of using Freeman-Durden decomposition to extract water content information in amount is presented,and an experience model connecting the double bounce component of Freeman-Durden decomposition and water content value is proposed based on analysis of experiments from RADARSAT-2 quad-polarization SAR images.This model is verified by experiments.The model and its possible further developments are discussed.

Key words: quad-polarized SAR, image processing, Freeman-Durden decomposition, water content information

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