Continuous localization of construction workers via integration of detection and tracking

MW Park, I Brilakis - Automation in Construction, 2016 - Elsevier
Tracking construction workers onsite yields trajectory data that can be very useful in safety
and productivity monitoring. Tracking via cameras and computer vision-based methods is …

Construction worker detection in video frames for initializing vision trackers

MW Park, I Brilakis - Automation in Construction, 2012 - Elsevier
Monitoring the location of resources on large scale, congested, outdoor sites can be
performed more efficiently with vision tracking, as this approach does not require any pre …

Adaptive computer vision-based 2D tracking of workers in complex environments

E Konstantinou, J Lasenby, I Brilakis - Automation in Construction, 2019 - Elsevier
Monitoring of construction workers is important in managing labour productivity. To date, the
construction sector relies either on intensive manual observations or intrusive tag-based …

Robust hybrid approach of vision-based tracking and radio-based identification and localization for 3D tracking of multiple construction workers

J Cai, H Cai - Journal of Computing in Civil Engineering, 2020 - ascelibrary.org
Abstract Information of construction entity identity and real-time location reveals where
specific construction resources are at any given time and thus is a critical prerequisite to the …

Visual tracking of construction jobsite workforce and equipment with particle filtering

Z Zhu, X Ren, Z Chen - Journal of Computing in Civil Engineering, 2016 - ascelibrary.org
Tracking workforce and equipment at construction jobsites has attracted considerable
interest, considering its importance for productivity analysis, safety monitoring, and dynamic …

Tracking multiple workers on construction sites using video cameras

J Yang, O Arif, PA Vela, J Teizer, Z Shi - Advanced Engineering Informatics, 2010 - Elsevier
This paper proposes a tracking scheme for tracking multiple workers on construction sites
using video cameras. Prior work has compared several contemporary tracking algorithms on …

Matching construction workers across views for automated 3D vision tracking on-site

E Konstantinou, I Brilakis - Journal of Construction Engineering and …, 2018 - ascelibrary.org
Computer vision–based tracking methods are used to track construction resources for
productivity and safety purposes. This type of tracking requires that targets be accurately …

Automated vision tracking of project related entities

I Brilakis, MW Park, G Jog - Advanced Engineering Informatics, 2011 - Elsevier
Tracking of project related entities such as construction equipment, materials, and personnel
is used to calculate productivity, detect travel path conflicts, enhance the safety on the site …

Integrated detection and tracking of workforce and equipment from construction jobsite videos

Z Zhu, X Ren, Z Chen - Automation in Construction, 2017 - Elsevier
High definition (HD) video cameras have been used to record daily activities at construction
jobsites into videos. These videos contain rich workforce and equipment information for site …

Personnel tracking on construction sites using video cameras

J Teizer, PA Vela - Advanced Engineering Informatics, 2009 - Elsevier
This paper discusses the possibility of-and need for-tracking workforce on construction
jobsites using video cameras. An evaluation of algorithms and their associated results is …