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A New Method of Bridge Target Detection on ASAR Imagery

机译:ASAR图像桥梁目标检测的新方法。

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摘要

The result of linear target detection is advantageous to the content analysis and interpretation of ASAR imagery and can be regarded as the imagery matching reference as well as the GIS platform input to realize the map automatic update. On the foundation of the previous studies, the method of bridge target detection based on Combined wavelet transformation and mathematical morphology analysis is proposed according to the good local characteristic, multi-resolution and effectiveness of wavelet transformation in this article, and the result is revised by combining the fine characteristics of different methods, which is applied to ASAR data of Zhaoqing and Zhuhai of China for carrying on the bridge detection as well as the comparative experiment with classical methods, such as Sobel and Canny etc detection operators. Results indicate that the combined methods can detect the target bridge perfectly on the direction and size, at the same time can restrain the target missing and false warning.
机译:线性目标检测的结果有利于ASAR图像的内容分析和解释,可作为图像匹配参考以及GIS平台输入,实现地图的自动更新。在先前研究的基础上,针对小波变换的良好局部特征,多分辨率和有效性,提出了基于小波变换和数学形态学相结合的桥梁目标检测方法,并对结果进行了修正。结合不同方法的优良特性,将其应用于中国肇庆和珠海的ASAR数据进行桥梁检测,并与Sobel和Canny等检测算子等经典方法进行对比实验。结果表明,该组合方法可以在方向和大小上完美地检测出目标桥梁,同时可以抑制目标的遗漏和误报。

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