使用高分辨率干涉合成孔径雷达数据的自动映射和特征提取

R. Carande, M. Marra, D. Cronin, P. Nagy
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引用次数: 0

摘要

双天线干涉SAR仪器以这样一种方式获取SAR数据,即可以将信号组合并处理以提取每个像素的高程。除了提供该地区的高分辨率地形图外,还可以对SAR图像进行几何校正和自动地图投影。干涉相干性可用于辅助土地利用分类,并可进一步用于辅助自动特征检测和提取。本文描述并论证了一种适用于干涉SAR数据自动生成地图产品的算法。该软件自动提取地图元素,包括土地使用多边形、交通网络和其他特征,如建筑物、电力和通信分配网络。此外,通过去除诸如建筑物和树木等地表特征的高程,可以估计秃地地形。我们简要介绍了算法描述和软件的初步结果,该软件旨在快速、自动地从输入的IFSAR数据中生成地图元素和输出地图产品。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated mapping and feature extraction using high resolution interferometric synthetic aperture radar data
Two-antenna interferometric SAR instruments acquire SAR data in such a manner that the signals may be combined and processed to extract the elevation of each pixel. In addition to providing a high resolution topographic map of the area, this allows for geometric rectification and automatic map projection of the SAR image. The interferometric coherence may be used to assist in land-use classification which can be further exploited for assisting in automated feature detection and extraction. This paper describes and demonstrates algorithms suitable for automatic generation of map products from interferometric SAR data. The software automatically extracts map elements including land-use polygons, transportation networks, and other features such as buildings, power and communication distribution networks. In addition, estimation of bald earth topography is possible by removing the elevation of features which lie on the surface such as buildings and trees. We present brief algorithmic descriptions and initial results of software designed to rapidly and automatically produce map elements and output map products from input IFSAR data.
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