An AprilTags-Based Approach for Progress Monitoring and Quality Control in Modular Construction

IF 3.1 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY
Jindian Liu, S. Ergan, Qilin Zhang
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引用次数: 0

Abstract

Traditional approaches to modular construction progress monitoring and quality control with stringent and tight tolerances for on-site and off-site assembly processes are usually based on 3D laser scanning, but the high equipment costs associated with acquiring point clouds have economic ramifications. This paper provides the details of a new and inexpensive method through the integration of AprilTags and an ordinary phone. By using AprilTags instead of QR codes to label modules, progress management is achieved through the rapid identification and association of multiple modules based on a single image. Moreover, a virtual multi-view vision algorithm based on AprilTags is proposed to generate 3D reverse models of the construction site; the quality result can be acquired by comparing the offset and rotation values of the reverse model and the BIM model. Finally, all the algorithms are validated through comparing the reverse models with the reference models made with 3D printing and 3D laser scanning, which verifies the accuracy and efficiency of the proposed method.
基于 AprilTags 的模块化建筑进度监控和质量控制方法
模块化施工进度监控和质量控制的传统方法通常基于三维激光扫描,对现场和非现场组装过程的公差要求严格而严格,但获取点云的设备成本高昂,影响经济效益。本文详细介绍了一种通过将 AprilTags 与普通手机相结合而实现的新型廉价方法。通过使用 AprilTags 代替二维码来标记模块,可根据单张图像快速识别和关联多个模块,从而实现进度管理。此外,还提出了一种基于 AprilTags 的虚拟多视角视觉算法,用于生成建筑工地的三维逆向模型;通过比较逆向模型和 BIM 模型的偏移值和旋转值,可以获得高质量的结果。最后,通过将逆向模型与三维打印和三维激光扫描制作的参考模型进行比较,对所有算法进行了验证,从而验证了所提方法的准确性和效率。
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来源期刊
Buildings
Buildings Multiple-
CiteScore
3.40
自引率
26.30%
发文量
1883
审稿时长
11 weeks
期刊介绍: BUILDINGS content is primarily staff-written and submitted information is evaluated by the editors for its value to the audience. Such information may be used in articles with appropriate attribution to the source. The editorial staff considers information on the following topics: -Issues directed at building owners and facility managers in North America -Issues relevant to existing buildings, including retrofits, maintenance and modernization -Solution-based content, such as tips and tricks -New construction but only with an eye to issues involving maintenance and operation We generally do not review the following topics because these are not relevant to our readers: -Information on the residential market with the exception of multifamily buildings -International news unrelated to the North American market -Real estate market updates or construction updates
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