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A real-time 3D scanning system for pavement distortion inspection

机译:用于路面变形检查的实时3D扫描系统

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摘要

Pavement distortions, such as rutting and shoving, are the common pavement distress problems that need to be inspected and repaired in a timely manner to ensure ride quality and traffic safety. This paper introduces a real-time, low-cost inspection system devoted to detecting these distress features using high-speed 3D transverse scanning techniques. The detection principle is the dynamic generation and characterization of the 3D pavement profile based on structured light triangulation. To improve the accuracy of the system, a multi-view coplanar scheme is employed in the calibration procedure so that more feature points can be used and distributed across the field of view of the camera. A sub-pixel line extraction method is applied for the laser stripe location, which includes filtering, edge detection and spline interpolation. The pavement transverse profile is then generated from the laser stripe curve and approximated by line segments. The second-order derivatives of the segment endpoints are used to identify the feature points of possible distortions. The system can output the real-time measurements and 3D visualization of rutting and shoving distress in a scanned pavement.
机译:诸如车辙和推挤之类的路面变形是常见的路面困扰问题,需要及时进行检查和修理以确保行驶质量和交通安全。本文介绍了一种实时,低成本的检查系统,用于使用高速3D横向扫描技术检测这些遇险特征。检测原理是基于结构化光三角剖分的3D路面轮廓的动态生成和表征。为了提高系统的准确性,在校准过程中采用了多视图共面方案,以便可以使用更多的特征点并将其分布在摄像机的整个视场中。亚像素线提取方法应用于激光条纹定位,包括滤波,边缘检测和样条插值。然后从激光条纹曲线生成路面横向轮廓,并通过线段进行近似。段端点的二阶导数用于识别可能变形的特征点。该系统可以输出实时测量值和3D可视化,以显示扫描路面中车辙和缝的困扰。

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