Vision-based excavator pose estimation for automatic control

G Liu, Q Wang, T Wang, B Li, X ** - Automation in Construction, 2024 - Elsevier
Hydraulic excavators, widely employed in harsh environments, have garnered increased
attention in recent years from manufacturers and researchers for automatic operation …

A review of technologies and applications for smart construction

M Štefanič, V Stankovski - Proceedings of the Institution of Civil …, 2018 - icevirtuallibrary.com
The internet of things, artificial intelligence and cloud computing offer new opportunities for
smart applications in many industries. Potential benefits include improvements of industrial …

Detecting construction equipment using a region-based fully convolutional network and transfer learning

H Kim, H Kim, YW Hong, H Byun - Journal of computing in Civil …, 2018 - ascelibrary.org
For proper construction site management and plan revisions during construction, it is
necessary to understand a construction site's status in real time. Many vision-based …

Trust management in a blockchain based fog computing platform with trustless smart oracles

P Kochovski, S Gec, V Stankovski, M Bajec… - Future Generation …, 2019 - Elsevier
Trust is a crucial aspect when cyber-physical systems have to rely on resources and
services under ownership of various entities, such as in the case of Edge, Fog and Cloud …

End-to-end vision-based detection, tracking and activity analysis of earthmoving equipment filmed at ground level

D Roberts, M Golparvar-Fard - Automation in Construction, 2019 - Elsevier
This paper presents a new benchmark dataset for validating vision-based methods that
automatically identifies visually distinctive working activities of excavators and dump trucks …

Full body pose estimation of construction equipment using computer vision and deep learning techniques

H Luo, M Wang, PKY Wong, JCP Cheng - Automation in construction, 2020 - Elsevier
Construction sites are among the most hazardous places with various safety issues. The
high rate of hazards on construction sites can be attributed to the dynamic and complex …

Automatic assembly of prefabricated components based on vision-guided robot

C Liu, J Wu, X Jiang, Y Gu, L **e, Z Huang - Automation in Construction, 2024 - Elsevier
On-site assembly of prefabricated components is crucial for the construction efficiency and
quality of prefabricated buildings. In this process, a prefabricated component is first lifted and …

Excavator 3D pose estimation using deep learning and hybrid datasets

A Assadzadeh, M Arashpour, H Li, R Hosseini… - Advanced Engineering …, 2023 - Elsevier
Earthwork operations are crucial parts of most construction projects. Heavy construction
equipment and workers are often required to work in limited workspaces simultaneously …

Vision-based excavator pose estimation using synthetically generated datasets with domain randomization

A Assadzadeh, M Arashpour, I Brilakis, T Ngo… - Automation in …, 2022 - Elsevier
The ability to monitor and track the interactions between construction equipment and
workers can lead to creating a safer and more productive work environment. Most recent …

Vision-based construction worker activity analysis informed by body posture

D Roberts, W Torres Calderon, S Tang… - Journal of Computing …, 2020 - ascelibrary.org
Activity analysis of construction resources is generally performed by manually observing
construction operations either in person or through recorded videos. It is thus prone to …