使用几何滤波器对非常高分辨率的航空和卫星图像进行井盖检测

O. Bartoli, N. Chahinian, A. Allard, J. Bailly, K. Chancibault, F. Rodriguez, C. Salles, M. Tournoud, C. Delenne
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引用次数: 7

摘要

城市发展的直接后果之一是地下公用事业网络的倍增。很难获得这些网络的完整和准确的地图,因为它们往往是由不同的各方在不同的时间制作的。本文旨在提出一种在高分辨率图像上检测井盖的方法,以重建城市排水网络。将圆形检测滤波器应用于高分辨率正射影像和plimiade图像,以精确定位孔盖。初步结果令人鼓舞,该方法检测到42%的井盖。进一步改进了该方法,并将其扩展到圆形滤波器无法检测到的矩形栅格。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Manhole cover detection using a geometrical filter on very high resolution aerial and satellite images
One of the direct consequences of urban growth is the multiplication of buried utility networks. It is difficult to obtain complete and accurate maps of these networks because they have often been produced by different parties at different times. This work aims at putting forward a methodology to detect manhole covers on high resolution images, in order to reconstruct an urban drainage network. A circular detection filter is applied to high resolution orthophotos and Pléiade images to pinpoint mahole covers. The primary results are encouraging as 42% of manhole covers are detected by this method. Further work is carried out to improve the method and extend it to rectangular grates, that are not detected by the circular filter.
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