Integration of deep learning and extended reality technologies in construction engineering and management: a mixed review method

YS Lee, A Rashidi, A Talei, M Arashpour… - Construction …, 2022 - emerald.com
Purpose In recent years, deep learning and extended reality (XR) technologies have gained
popularity in the built environment, especially in construction engineering and management …

Advanced sound classifiers and performance analyses for accurate audio-based construction project monitoring

YC Lee, M Scarpiniti, A Uncini - Journal of Computing in Civil …, 2020 - ascelibrary.org
The sounds of work activities and equipment operations at a construction site provide critical
information regarding construction progress, task performance, and safety issues. The …

Integrating AI in an audio-based digital twin for autonomous management of roadway construction

A Deria, P Ghannad, YC Lee - Construction Research Congress …, 2022 - ascelibrary.org
Construction of transportation infrastructure projects such as roadways generally involves a
wide range of processes, participants, and machinery to successfully achieve the goal of a …

[PDF][PDF] An Audio-based Digital Twin Framework for Transportation Construction

A Deria, PJC Dominguez, JW Choi - Proceedings of the …, 2021 - researchgate.net
Federal and state transportation agencies and professionals are overwhelmed with the
responsibility of not only constructing and supervising new roadways but also managing …