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 …
Applications of computer vision in monitoring the unsafe behavior of construction workers: Current status and challenges
W Liu, Q Meng, Z Li, X Hu - Buildings, 2021 - mdpi.com
The unsafe behavior of construction workers is one of the main causes of safety accidents at
construction sites. To reduce the incidence of construction accidents and improve the safety …
construction sites. To reduce the incidence of construction accidents and improve the safety …
Machine learning algorithms for construction projects delay risk prediction
A Gondia, A Siam, W El-Dakhakhni… - Journal of Construction …, 2020 - ascelibrary.org
Projects delays are among the most pressing challenges faced by the construction sector
attributed to the sector's complexity and its inherent delay risk sources' interdependence …
attributed to the sector's complexity and its inherent delay risk sources' interdependence …
Detecting safety helmet wearing on construction sites with bounding‐box regression and deep transfer learning
J Shen, X Xiong, Y Li, W He, P Li… - Computer‐Aided Civil …, 2021 - Wiley Online Library
Detecting safety helmet wearing in surveillance videos is an essential task for safety
management, compliance with regulations, and reducing the death rate from construction …
management, compliance with regulations, and reducing the death rate from construction …
Real-time monitoring for vibration quality of fresh concrete using convolutional neural networks and IoT technology
D Wang, B Ren, B Cui, J Wang, X Wang… - Automation in …, 2021 - Elsevier
Vibration quality is critical to ensure the concrete strength, which directly affects the long-
term safe operation of concrete structures. The vibration duration and vibration depth are key …
term safe operation of concrete structures. The vibration duration and vibration depth are key …
Research trends on machine learning in construction management: a scientometric analysis
Abstract Machine learning plays a vital role in construction industry which could make
improve project's safety, productivity, and quality. Many studies have attempted to explore …
improve project's safety, productivity, and quality. Many studies have attempted to explore …
Roles of Artificial Intelligence and Machine Learning in Enhancing Construction Processes and Sustainable Communities
Machine Learning (ML), a subset of Artificial Intelligence (AI), is gaining popularity in the
architectural, engineering, and construction (AEC) sector. This systematic study aims to …
architectural, engineering, and construction (AEC) sector. This systematic study aims to …
YOLOv4 algorithm for the real-time detection of fire and personal protective equipments at construction sites
Many difficulties are encountered during evacuation from construction sites in hazardous
situations, which may lead to severe fatalities. These fatalities, especially caused by fire …
situations, which may lead to severe fatalities. These fatalities, especially caused by fire …
Autonomous construction safety incentive mechanism using blockchain-enabled tokens and vision-based techniques
Current incentive mechanisms for construction safety highly rely on intermediaries and
massive paperwork, which lay a foundation for opportunistic behavior and poor performance …
massive paperwork, which lay a foundation for opportunistic behavior and poor performance …
Broken stitch detection system for industrial sewing machines using HSV color space and image processing techniques
Sewing defect detection is an essential step in garment production quality control. Although
sewing defects significantly influence the quality of clothing, they are yet to be studied widely …
sewing defects significantly influence the quality of clothing, they are yet to be studied widely …