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复杂目标场景合成孔径雷达图像异质性分析与测量方法研究
  • ISSN号:0732-2112
  • 期刊名称:电子学报
  • 时间:0
  • 页码:1439-1451
  • 语言:中文
  • 分类:TP751[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]北京航空航天大学电子信息工程学院,北京100083
  • 相关基金:教育部“新世纪优秀人才支持计划”(No.NECT-06-0166);国家自然科学基金(No.60602045);航空科学基金(No.20060151006)
  • 相关项目:基于星载HF合成孔径雷达的顶层电离层探测与成像技术
中文摘要:

异质性是复杂目标场景合成孔径雷达(sAR)图像纹理信息变化程度的度量,本文针对基于变差系数、基于算术-几何均值比和基于信息论三种异质性分析方法的原理进行综述,给出了具体的测量实现方法与步骤,并对比了三种测量方法的测量结果,最后本文给出了异质性分析与测量应用于具有复杂目标场景SAR图像分割上的实验仿真,证明了异质性分析与测量能够描述SAR图像场景的复杂程度,为SAR图像分割提供有效的辅助手段。

英文摘要:

Scene heterogeneity, is a SAR image feature which reflects the textural information variation. Three heterogeneity measurements based on coefficient of variation, the ratio of the Arithmetic to the Geometric Mean and information theory respectively were theoretically investigated, and the detailed methods were provided. Finally, the performance comparison among the heterogenity was represented through the experiment simulation, and the samples of application in image segmentation were presented. The conclusion is that scene heterogeneity measurement can describe the degree of complexity for SAR imagery, which helps to post- processing of SAR image such as image segmentation.

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