Resources

Academic Papers

Sensor-Integrated Hybrid Blockchain System for Supply Chain Coordination in Volumetric Modular Construction

Volumetric modular construction (VMC) needs streamlined supply chain coordination to achieve its full potential benefits, such as reduced schedule and cost, with consistent quality. Studies have noted that blockchain technology has significant potential for increasing the efficacy of supply chain coordination by providing reliable information sharing among VMC stakeholders. However,…

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Computer Vision Process Development regarding Worker’s Safety Harness and Hook to Prevent Fall Accidents: Focused on System Scaffolds in South Korea

In South Korea, industrial accidents continue to increase in frequency, with construction accidents accounting for more than a third of all industrial accidents. Specifically, by preventing fall accidents, the death rate from accidents can be reduced by 50%. Fall protection is required to prevent fall accidents, and investigating the reinforcement…

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Improving Augmentation Efficiency for Few-Shot Learning

While human intelligence can easily recognize some characteristics of classes with one or few examples, learning from few examples is a challenging task in machine learning. Recently emerging deep learning generally requires hundreds of thousands of samples to achieve generalization ability. Despite recent advances in deep learning, it is not…

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Generative planning for construction safety surveillance camera installation in 4D BIM environment

Surveillance cameras have become increasingly significant in the field of construction safety monitoring. With visual information, these cameras support safety managers to identify the potential hazards and deliver prompt feedback. However, developing the surveillance camera plan remains challenging in considering the workspace of working at height activities and the dynamic…

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Rigorous analysis of safety rules for vision intelligence-based monitoring at construction jobsites

Construction safety rules play a vital role in mitigating accidents and fatalities at construction sites. Many researchers are currently devoted to monitoring the rule compliance using computer vision-based approaches; however, such systems are still not mature for application at construction job sites. A single autonomous source’s job-site safety control such…

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Towards the adoption of vision intelligence for construction safety: Grounded theory methodology based safety regulations analysis

The construction safety rules play a vital role in mitigating accidents and fatalities at the construction site. Many researchers are currently devoted to monitoring the rule compliance using vision intelligence-based approaches; however, such systems are still not yet mature to be applied in construction job sites. A single autonomous source’s…

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Utilizing safety rule correlation for mobile scaffolds monitoring leveraging deep convolution neural networks

Falls from height (FFH) are still a leading cause of fatalities in the construction industry, which also includes scaffolding-related accidents. Despite regular safety inspections, numerous scaffolding-related accidents occur at the construction site. The current safety monitoring practices are not only impractical but infeasible due to dynamicity of construction environment. Since…

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Environmental particulate matter (pm) exposure assessment of construction activities using low-cost pm sensor and Latin hypercubic technique

Dust generation is generally considered a natural process in construction sites; ergo, workers are exposed to health issues due to fine dust exposure during construction work. The primary activities in the execution of construction work, such as indoor concrete and mortar mixing, are investigated to interrogate and understand the critical…

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Suggestions for Improving South Korea’s Fall Accidents Prevention Technology in the Construction Industry: Focused on Analyzing Laws and Programs of the United States

Since the enactment of the Occupational Safety and Health Act in 1981, the Korea Occupational Safety and Health Agency has endeavored to prevent fall accidents in the construction industry. However, many fatalities still occur in the South Korean construction industry. Meanwhile, the United States improved various systems and conducted studies…

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