3D point cloud data processing with machine learning for construction and infrastructure applications: A comprehensive review
Point clouds are increasingly being used to improve productivity, quality, and safety
throughout the life cycle of construction and infrastructure projects. While applicable for …
throughout the life cycle of construction and infrastructure projects. While applicable for …
[HTML][HTML] Building information modelling and internet of things integration for facility management—Literature review and future needs
A Mannino, MC Dejaco, F Re Cecconi - Applied Sciences, 2021 - mdpi.com
Digitisation of the built environment is seen as a significant factor for innovation in the
Architecture, Engineering, Construction and Operation sector. However, lack of data and …
Architecture, Engineering, Construction and Operation sector. However, lack of data and …
Computer vision to advance the sensing and control of built environment towards occupant-centric sustainable development: A critical review
As urban development progresses, the built environment control has faced more critical
challenges in improving energy efficiency, air quality, and environmental comfort. Occupant …
challenges in improving energy efficiency, air quality, and environmental comfort. Occupant …
Applications of machine learning to BIM: A systematic literature review
Abstract As Building Information Modeling (BIM) workflows are becoming very relevant for
the different stages of the project's lifecycle, more data is produced and managed across it …
the different stages of the project's lifecycle, more data is produced and managed across it …
[HTML][HTML] BIM–GIS integrated utilization in urban disaster management: the contributions, challenges, and future directions
Y Cao, C Xu, NM Aziz, SN Kamaruzzaman - Remote Sensing, 2023 - mdpi.com
In the 21st Century, disasters have severe negative impacts on cities worldwide. Given the
significant casualties and property damage caused by disasters, it is necessary for disaster …
significant casualties and property damage caused by disasters, it is necessary for disaster …
A science mapping-based review of work-related musculoskeletal disorders among construction workers
Introduction: Work-related musculoskeletal disorders (WMSDs) are recognized as a leading
cause of nonfatal injuries in construction, but no review of existing studies has systematically …
cause of nonfatal injuries in construction, but no review of existing studies has systematically …
Fall prevention from scaffolding using computer vision and IoT-based monitoring
Fall from height (FFH) is the most significant cause of occupational fatalities in the
construction industry, accounting for approximately 54% of all accidents. Such fatalities have …
construction industry, accounting for approximately 54% of all accidents. Such fatalities have …
Risk factors and emerging technologies for preventing falls from heights at construction sites
Falls at construction sites account for approximately 50% of all accidents reported in the US
annually, making them the leading cause of injuries and fatalities. Although there have been …
annually, making them the leading cause of injuries and fatalities. Although there have been …
Automated PPE-Tool pair check system for construction safety using smart IoT
Construction hand tools have been widely used in the construction industry. These tools
have changed the building methods and improved the construction productivity significantly …
have changed the building methods and improved the construction productivity significantly …
Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study
Acquiring photos and videos has become a new norm in construction and building projects.
However, imagery data is not utilized effectively due to the shortage of required skillsets in …
However, imagery data is not utilized effectively due to the shortage of required skillsets in …