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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 …
[HTML][HTML] Automated computer vision-based construction progress monitoring: a systematic review
The progress monitoring (PM) of construction projects is an essential aspect of project
control that enables the stakeholders to make timely decisions to ensure successful project …
control that enables the stakeholders to make timely decisions to ensure successful project …
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 …
A deep learning-based approach for mitigating falls from height with computer vision: Convolutional neural network
Structural supports (eg, concrete and steel) provide engineering structures with stability by
transferring loads. During the construction of an engineering structure, individuals are often …
transferring loads. During the construction of an engineering structure, individuals are often …
End-to-end vision-based detection, tracking and activity analysis of earthmoving equipment filmed at ground level
This paper presents a new benchmark dataset for validating vision-based methods that
automatically identifies visually distinctive working activities of excavators and dump trucks …
automatically identifies visually distinctive working activities of excavators and dump trucks …
Automated 2D detection of construction equipment and workers from site video streams using histograms of oriented gradients and colors
This paper presents a computer vision based algorithm for automated 2D detection of
construction workers and equipment from site video streams. The state-of-the-art research …
construction workers and equipment from site video streams. The state-of-the-art research …
Virtual prototy**-and transfer learning-enabled module detection for modular integrated construction
Modular integrated construction is one of the most advanced off-site construction
technologies and involves the repetitive process of installing prefabricated prefinished …
technologies and involves the repetitive process of installing prefabricated prefinished …
Vision-based construction worker activity analysis informed by body posture
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 …
construction operations either in person or through recorded videos. It is thus prone to …
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 …
jobsites into videos. These videos contain rich workforce and equipment information for site …
Fusion of photogrammetry and video analysis for productivity assessment of earthwork processes
The high complexity of modern large‐scale construction projects leads their schedules to be
sensitive to delays. At underground construction sites, the earthwork processes are vital, as …
sensitive to delays. At underground construction sites, the earthwork processes are vital, as …