关于计算机视觉测量技术在数智化工程监理中的研究

摘要:

随着工程监理行业的数字化转型，计算机视觉测量技术在数智化工程监理中的应用日益受到关注。本文针对工程监理中的质量控制、进度与安全管理、资源优化与文档管理等方面，研究了计算机视觉测量技术的应用框架。介绍了计算机视觉测量系统的设计与实现，包括硬件与软件架构、关键技术与算法等。分析了计算机视觉测量技术在数智化监理中的应用场景，并探讨了其在质量控制、进度与安全管理、资源优化与文档管理等方面的应用效果。通过案例研究验证了计算机视觉测量技术在工程监理中的应用价值。本文的研究成果为工程监理行业的数字化转型提供了有益的参考。

Abstract:

This study explores the application of computer vision measurement technology in the realm of digitalized and intelligent engineering supervision. The research begins by outlining the foundational principles of computer vision and the concept of digitalized engineering supervision, followed by an analysis of the current state of computer vision applications within the engineering sector. The study identifies gaps in existing research and positions its objectives accordingly. A detailed design and implementation of a computer vision measurement system are presented, emphasizing system design principles, hardware and software architectures, and the integration of key technologies and algorithms. The application framework of computer vision technology in digitalized supervision is then discussed, covering scenarios such as quality control, progress and safety management, resource optimization, and decision support. A case study is conducted to validate the practical implementation of computer vision technology in engineering supervision, providing insights into its effectiveness and challenges. The conclusion summarizes the findings, discusses the theoretical and practical implications of the research, and suggests directions for future studies.