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Field investigation of contactless displacement measurement using computer vision systems for civil engineering applications

机译:土木工程应用计算机视觉系统的非接触式位移测量的现场调查

摘要

Much of the bridge stock on major transport links in North America and Europe was constructed in the 1950s and 1960s and has since deteriorated or is carrying loads far in excess of the original design loads. Structural Health Monitoring Systems (SHM) can provide valuable information on the bridge capacity but the application of such systems is currently limited by access and bridge type. This paper investigates the use of computer vision systems for SHM. A series of field tests have been carried out to test the accuracy of displacement measurements using contactless methods. A video image of each test was processed using a modified version of the optical flow tracking method to track displacement. These results have been validated with an established measurement method using linear variable differential transformers (LVDTs). The results obtained from the algorithm provided an accurate comparison with the validation measurements. The calculated displacements agree within 2% of the verified LVDT measurements, a number of post processing methods were then applied to attempt to reduce this error.
机译:北美和欧洲主要运输线路上的大部分桥梁库存建于1950年代和1960年代,此后状况恶化或承受的负荷远远超过原始设计负荷。结构健康监视系统(SHM)可以提供有关桥梁容量的有价值的信息,但是此类系统的应用当前受到通道和桥梁类型的限制。本文研究了SHM的计算机视觉系统的使用。已经进行了一系列现场测试,以使用非接触式方法测试位移测量的准确性。使用光流跟踪方法的修改版本处理每个测试的视频图像,以跟踪位移。使用线性可变差动变压器(LVDT)的既定测量方法已验证了这些结果。从算法中获得的结果与验证结果进行了准确的比较。计算出的位移在经过验证的LVDT测量值的2%之内,然后采用了多种后处理方法来尝试减少此误差。

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