Computer vision applications in construction: Current state, opportunities & challenges
S Paneru, I Jeelani - Automation in Construction, 2021 - Elsevier
Thousands of images and videos are collected from construction projects during
construction. These contain valuable data that, if harnessed efficiently, can help automate or …
construction. These contain valuable data that, if harnessed efficiently, can help automate or …
Computer vision technologies for safety science and management in construction: A critical review and future research directions
Recent years have seen growing interests in developing and applying computer vision
technologies to solve safety problems in the construction industry. Despite the technological …
technologies to solve safety problems in the construction industry. Despite the technological …
Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach
Detecting the presence of workers, plant, equipment, and materials (ie objects) on sites to
improve safety and productivity has formed an integral part of computer vision-based …
improve safety and productivity has formed an integral part of computer vision-based …
Computer vision techniques for construction safety and health monitoring
For construction safety and health, continuous monitoring of unsafe conditions and action is
essential in order to eliminate potential hazards in a timely manner. As a robust and …
essential in order to eliminate potential hazards in a timely manner. As a robust and …
Remote proximity monitoring between mobile construction resources using camera-mounted UAVs
Struck-by accidents have resulted in a significant number of fatal and nonfatal injuries in the
construction industry. As a proactive safety measure against struck-by hazards, the authors …
construction industry. As a proactive safety measure against struck-by hazards, the authors …
Application of machine learning to construction injury prediction
The needs to ground construction safety-related decisions under uncertainty on knowledge
extracted from objective, empirical data are pressing. Although construction research has …
extracted from objective, empirical data are pressing. Although construction research has …
A scientometric analysis and critical review of computer vision applications for construction
Practical interest in 'computer vision'has risen remarkably over the last 20 years,
transforming the current state of construction-related research and attracting the worldwide …
transforming the current state of construction-related research and attracting the worldwide …
A real-time vehicle detection and a novel vehicle tracking systems for estimating and monitoring traffic flow on highways
J Azimjonov, A Özmen - Advanced Engineering Informatics, 2021 - Elsevier
Real-time highway traffic monitoring systems play a vital role in road traffic management,
planning, and preventing frequent traffic jams, traffic rule violations, and fatal road accidents …
planning, and preventing frequent traffic jams, traffic rule violations, and fatal road accidents …
Data acquisition technologies for construction progress tracking
Falling behind schedule and having discrepancy between the as-built and designed
baseline plans are unfavourable events that often occur in construction projects. Hence, real …
baseline plans are unfavourable events that often occur in construction projects. Hence, real …
Construction performance monitoring via still images, time-lapse photos, and video streams: Now, tomorrow, and the future
Timely and accurate monitoring of onsite construction operations can bring an immediate
awareness on project specific issues. It provides practitioners with the information they need …
awareness on project specific issues. It provides practitioners with the information they need …