.... Originality/value This paper presents an early systematic analysis of preprocessing methods for vision-based material classification in soil-based 3D-printed construction. It develops a replicable computer vision workflow and suggests best preprocessing practices relevant to automated inspection and quality...

...Seong-Mo Choi; Hee Sung Cha Purpose This study aims to improve the generalization of computer vision models used for automated construction progress monitoring by addressing the domain shift problem between synthetic and real images. The objective is to enable more reliable deployment of synthetic...

... relationships. Second-order constructs were modelled to evaluate the integration of computer vision ( CV ), Internet of Things (IoT), digital technology integration and data-driven project performance within a unified framework. Findings The results demonstrate that CV–IoT integration, digital technology...

...Rathan P.; S.P. Sreenivas Padala Purpose This study aims to address the persistent challenges in traditional process of construction project management, which includes ineffective resource allocation, productivity monitoring and performance evaluation by proposing a computer vision-based solution...

... on the experience of inspectors. As the construction industry undergoes a transformative phase amidst the emergence of the fourth industrial revolution, there is a growing exploration of technological solutions aimed at enhancing the monitoring process for CP. The purpose of this study is to develop computer vision...

...Amr A. Mohy; Hesham A. Bassioni; Elbadr O. Elgendi; Tarek M. Hassan Purpose The purpose of this study is to investigate the potential of using computer vision and deep learning (DL) techniques for improving safety on construction sites. It provides an overview of the current state of research...

... (e.g. bookshelves, desks, etc.). Our study aims to fill this gap by proposing artificially generated synthetic data. The use of synthetic data to improve the performance of a taught model has become a widespread practice in the computer vision and machine learning communities (Rampini...

... design. Computer vision (CV) technology is applied to automate the CPM process. However, the synergy between the CV and CPM in literature and industry practice is lacking. This study aims to fulfil this research gap. Design/methodology/approach A Delphi qualitative approach was used in this study...

...Meiyin Liu; SangUk Han; SangHyun Lee Purpose As a means of data acquisition for the situation awareness, computer vision-based motion capture technologies have increased the potential to observe and assess manual activities for the prevention of accidents and injuries in construction. This study...