A Computer Vision Application for Measuring the Deflection in a Two-dimensional View of Reinforced Concrete Beams

E. Piedad, B. Carpio, Kristine Sanchez, M. E. Jabian
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Abstract

A novel computer vision application is developed to measure the deflection of two-dimensional (2D) reinforced concrete structural members. Eight beam samples, with dimensions of 160 mm x 150 mm x 1400 mm are loaded and simulated under a four-point loading test until failure using a reaction framework machine. A camera is fixed at the center front view of the concrete beams to capture the deflection of the samples while testing. In each test, a dial indicator is installed and the maximum deflection is manually recorded. Based on the results, the maximum deflection values recorded by the proposed application obtained an average error of 18.38 % when compared to the manual measured results. This indicates that computer vision-based application can provide a beam-wide scale deflection performance, compared to the traditional point-based deflection reading. This study paves a new possibility of aiding manual measurements of concrete beams and all other structural studies.
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钢筋混凝土梁二维变形测量的计算机视觉应用
开发了一种新的计算机视觉应用程序来测量二维钢筋混凝土结构构件的挠度。8个尺寸为160 mm x 150 mm x 1400 mm的梁样品在四点加载试验下加载和模拟,直到使用反应框架机失效。摄像机固定在混凝土梁的中心前视图,以便在测试时捕获样品的挠度。在每次测试中,安装一个刻度表,并手动记录最大挠度。根据结果,与人工测量结果相比,所提出的应用程序记录的最大挠度值的平均误差为18.38%。这表明,与传统的基于点的偏转读数相比,基于计算机视觉的应用可以提供波束范围的偏转性能。这项研究为帮助手工测量混凝土梁和所有其他结构研究铺平了新的可能性。
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来源期刊
CiteScore
0.70
自引率
0.00%
发文量
19
审稿时长
8 weeks
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