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基于三维模型重构技术的公路预制构件尺寸检验评价方法
引用本文:石雪飞,徐梓齐,朱荣,傅青松.基于三维模型重构技术的公路预制构件尺寸检验评价方法[J].交通运输工程学报,2021,21(2):66-81.
作者姓名:石雪飞  徐梓齐  朱荣  傅青松
作者单位:1.同济大学 土木工程学院,上海 2000922.上海同济检测技术有限公司,上海 200092
基金项目:国家重点研发计划项目2018YFC0809606
摘    要:为使公路工程异形混凝土预制构件的制造尺寸检验评价适应工业化建造要求,应用三维模型重构技术检验评价了异形混凝土预制构件尺寸,提出了高精度、自动化异形混凝土预制构件尺寸检验评价方法,包括三维模型重构、点云数据处理和检验评价体系3个环节;总结了基于三维摄影的点云模型重构技术的原理和关键环节,研究了基于坐标转换和包围盒的无关点...

关 键 词:桥梁工程  异形混凝土预制构件  尺寸检验评价  三维模型重构  点云去噪  点云配准
收稿时间:2020-10-05

Dimensional inspection and evaluation method of highway prefabricated components based on 3D model reconstruction technology
SHI Xue-fei,XU Zi-qi,ZHU Rong,FU Qing-song.Dimensional inspection and evaluation method of highway prefabricated components based on 3D model reconstruction technology[J].Journal of Traffic and Transportation Engineering,2021,21(2):66-81.
Authors:SHI Xue-fei  XU Zi-qi  ZHU Rong  FU Qing-song
Institution:1.College of Civil Engineering, Tongji University, Shanghai 200092, China2.Shanghai Tongji Testing Technology Co., Ltd., Shanghai 200092, China
Abstract:To adapt the manufacturing dimensional inspection and evaluation of special-shaped concrete prefabricated components of highway engineering to the requirements of industrialized construction, the 3D model reconstruction technology was used to inspect and evaluate the dimensions of special-shaped concrete prefabricated components. A high-precision and automated method of the dimensional inspection and evaluation on special-shaped concrete prefabricated components was proposed, including three steps as 3D model reconstruction, point cloud data processing, and inspection and evaluation system. Principles and key links of point cloud model reconstruction technology based on the 3D photography were summarized. An algorithm of automatically eliminating irrelevant point clouds based on the coordinate transformation and bounding box was studied, and the effectiveness of this algorithm was validated using two case examples. The global point cloud registration and three local registration methods were studied. The detailed structures of components with different shapes and different positions were combined with engineering requirements for comparison. Considering the engineering requirements and the correspondence of registration method, three discriminant principles were proposed for the component dimensional inspection based on the color error nephogram and mathematical statistics method, including the discriminant principle based on mean and standard deviation of error, discriminant principle based on extreme value of error and comprehensive discrimination. The dimensions of a box culvert side wall and a pipe culvert side wall were inspected and evaluated by using these discriminant principles, based on comprehensive analysis of color error nephograms and error distributions. Research result shows that the three different discriminant principles are respectively suitable for the global, local, and global at first and then local inspections and evaluations of prefabricated components. Compared with the actual component, the average dimensional errors of length and width in the point cloud model of special-shaped concrete prefabricated component established by the 3D model reconstruction technology are about 1.5 mm. The 3D model reconstruction technology can replace the manual measurement method, can automatically eliminate irrelevant point clouds, and can facilitate a more stringent component dimensional inspection and evaluation meeting engineering requirements. 2 tabs, 16 figs, 31 refs. 
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