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基于干涉条纹的 3D 路面纹理优化后处理方法重建。

Improved 3D Pavement Texture Reconstruction Method Based on Interference Fringe via Optimizing the Post-Processing Method.

机构信息

Key Laboratory of Civil Engineering Safety and Durability, Ministry of Education, Department of Civil Engineering, Tsinghua University, Beijing 100084, China.

出版信息

Sensors (Basel). 2023 May 11;23(10):4660. doi: 10.3390/s23104660.

Abstract

The surface quality of pavement has a significant influence on the driving comfort and the skid resistance performance of roads. The 3D pavement texture measurement provides the basis for engineers to calculate the pavement performance index, such as the international roughness index (IRI), the texture depth (TD), and the rutting depth index (RDI), of different types of pavements. The interference-fringe-based texture measurement is widely used because of its high accuracy and high resolution, by which the 3D texture measurement has excellent accuracy in measuring the texture of workpieces with a diameter of <30 mm. When measuring the engineering products with a larger area (or larger areas), such as pavement surfaces, however, the accuracy is deficient because unequal incident angles due to the beam-divergence angle of the laser beam are ignored during the postprocessing of the measured data. This study aims to improve the accuracy of 3D pavement texture reconstruction based on the interference fringe (3D-PTRIF) by considering the influence of the unequal incident angles during postprocessing. It is found that the improved 3D-PTRIF has better accuracy than the traditional 3D-PTRIF, reducing the reconstruction errors between the measured value and the standard value by 74.51%. In addition, it solves the problem of a reconstructed slant surface, which deviates from the horizontal plane of the original surface. Compared to the traditional post-processing method, for the case of smooth surface, the slope can be decreased by 69.00%; for the case of coarse surface, the slope can be decreased by 15.29%. The results of this study will facilitate accurate quantifying of the pavement performance index by using the interference fringe technique, such as IRI, TD, and RDI.

摘要

路面的表面质量对道路的行驶舒适性和抗滑性能有重要影响。3D 路面纹理测量为工程师提供了计算不同类型路面的路面性能指标(如国际平整度指数(IRI)、纹理深度(TD)和车辙深度指数(RDI))的基础。基于干涉条纹的纹理测量由于其高精度和高分辨率而被广泛应用,通过这种方法,3D 纹理测量在测量直径<30mm 的工件纹理时具有出色的精度。然而,在测量具有较大面积(或更大面积)的工程产品(如路面)时,由于在测量数据的后处理过程中忽略了激光束的光束发散角导致的不等入射角,其精度就会不足。本研究旨在通过考虑后处理过程中不等入射角的影响,提高基于干涉条纹的 3D 路面纹理重建(3D-PTRIF)的精度。研究结果表明,改进后的 3D-PTRIF 比传统的 3D-PTRIF 具有更好的精度,将测量值与标准值之间的重建误差降低了 74.51%。此外,它还解决了重建倾斜表面偏离原始表面水平面的问题。与传统的后处理方法相比,对于光滑表面的情况,斜率可降低 69.00%;对于粗糙表面的情况,斜率可降低 15.29%。本研究的结果将有助于利用干涉条纹技术(如 IRI、TD 和 RDI)准确量化路面性能指标。

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