STAFF PROFILE
Dr Lei Hou
Position:
Senior Lecturer
College / Portfolio:
STEM College
School / Department:
STEM|School of Engineering
Phone:
+61399259531
Email:
lei.hou@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Chen, H.,Hou, L.,Zhang, K.,Wu, S. (2023). Using Context-Guided data Augmentation, lightweight CNN, and proximity detection techniques to improve site safety monitoring under occlusion conditions In: Safety Science, 158, 1 - 14
- Zou, Y.,Guo, B.,Papadonikolaki, E.,Dimyadi, J.,Hou, L. (2023). Lessons Learned on Adopting Automated Compliance Checking in AEC Industry: A Global Study In: Journal of Management in Engineering, 39, 1 - 14
- Cheng, R.,Hou, L.,Xu, S. (2023). A Review of Digital Twin Applications in Civil and Infrastructure Emergency Management In: Buildings, 13, 1 - 29
- Wu, S.,Hou, L.,Chen, H.,Zhang, K.,Zou, Y.,Tushar, Q. (2023). Cognitive ergonomics-based Augmented Reality application for construction performance In: Automation in Construction, 149, 1 - 12
- Zhang, C.,Wang, F.,Zou, Y.,Dimyadi, J.,Guo, B.,Hou, L. (2023). Automated UAV image-to-BIM registration for building façade inspection using improved generalised Hough transform In: Automation in Construction, 153, 1 - 19
- Hou, L. (2023). Exploring effect of different resource qualities on process efficiency in construction pile installation In: Journal of Civil Engineering and Management, 29, 463 - 474
- Wang, B.,Zhang, C.,Wong, Y.,Hou, L.,Zhang, M.,Xiang, Y. (2022). Comparing Resampling Algorithms and Classifiers for Modeling Traffic Risk Prediction In: International Journal of Environmental Research and Public Health, 19, 1 - 23
- Moon, S.,Hou, L.,Han, S. (2022). Empirical study of an artificial neural network for a manufacturing production operation In: Operations Management Research, , 1 - 13
- Tushar, Q.,Zhang, K.,Bhuiyan, M.,Nava, S.,Giustozzi, F.,Hou, L. (2022). Retrofit of Building Façade Using Precast Sandwich Panel: An Integrated Thermal and Environmental Assessment on BIM-Based LCA In: Buildings, 12, 1 - 22
- Sun, R.,Zhang, C.,Xiang, Y.,Hou, L.,Wang, B. (2022). Identification Method for Crash-Prone Sections of Mountain Highway under Complex Weather Conditions In: Sustainability, 14, 1 - 16
9 PhD Current Supervisions
Engineering and Project Management, Virtual Reality, Augmented Reality, Building Information Modelling, Game Engineering
- AI Techniques for Emergency Management and Critical Infrastructure - CSIRO Data61 Program Agreement - Next Generation Artificial Intelligence Graduate Program (NGAIGP) . Funded by: Data61 (CSIRO contract) from (2023 to 2028)
- (TREMS, Theme 2, Project 13.1) Robotic intelligence for construction waste sorting. Funded by: ARC Industrial Transformation Research Hub 2018 onwards from (2021 to 2026)