计算机视觉在建筑安全管理中的应用研究

Yu Wang
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引用次数: 0

摘要

鉴于建筑工地的复杂性,安全管理一直是一项具有挑战性的重要职责。建筑安全管理的目标是确保项目安全完工,维护工人的生命和健康,减少建筑事故和损失。计算机视觉(CV)技术的出现改变了旧有的建筑安全管理方法。本文从应用角度论证了 CV 技术如何提高建筑工地的安全和管理效率。首先,介绍了 CV 技术的原理和方法,并详细阐述了本文所采用的文献分析方法。然后,对其在建筑工地实时监控、工人安全管理、设备行为监控和材料质量控制等多方面的应用进行了研究。此外,本文还展示了 CV 技术在减少事故和提高安全性能方面的巨大潜力,并对未来的研究前景提出了重要见解。最后,本文更详细地介绍了建筑行业利用 CV 技术改善安全管理的目标,具有参考和指导意义。
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Research on computer vision application for safety management in construction
In light of the complexity of building sites, safety management has always been a challenging and crucial duty. The goal of construction safety management is to ensure the safe completion of the project, maintain the life and health of workers, and decrease construction accidents and losses. The emergence of computer vision (CV) technology has transformed the old construction safety management methodology. This paper demonstrates how CV technology can increase safety and management efficiency at construction sites from an application standpoint. Firstly, the principles and methods of CV technology are introduced, and the literature analysis methodology used in this paper is also descripted in detail. Then, its application in various aspects such as real-time monitoring of construction sites, worker safety management, equipment behaviour monitoring and material quality control are researched. In addition, this paper demonstrates the significant potential of CV technology in reducing accidents and enhancing safety performance, and provides important insights into future research prospects. Finally, this paper presents a more detailed picture of the construction industrys aim to utilize CV technology to improve safety management, and is both informative and instructional.
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