Computer vision techniques in construction: a critical review
Computer vision has been gaining interest in a wide range of research areas in recent
years, from medical to industrial robotics. The architecture, engineering and construction …
years, from medical to industrial robotics. The architecture, engineering and construction …
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 …
Real-time mixed reality-based visual warning for construction workforce safety
Spatial locations of personnel, equipment, and materials are constantly changing as
construction projects progress. The dynamic nature of the construction industry affects …
construction projects progress. The dynamic nature of the construction industry affects …
Construction 4.0
With the pervasive use of Building Information Modelling (BIM), lean principles, digital
technologies, and offsite construction, the industry is at the cusp of this transformation. The …
technologies, and offsite construction, the industry is at the cusp of this transformation. The …
A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory
L Ding, W Fang, H Luo, PED Love, B Zhong… - Automation in …, 2018 - Elsevier
Computer vision and pattern recognition approaches have been applied to determine
unsafe behaviors on construction sites. Such approaches have been reliant on the …
unsafe behaviors on construction sites. Such approaches have been reliant on the …
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 …
Development of an image data set of construction machines for deep learning object detection
Deep learning object detection algorithms have proven their capacity to identify a variety of
objects from images and videos in near real-time speed. The construction industry can …
objects from images and videos in near real-time speed. The construction industry can …
Detecting construction equipment using a region-based fully convolutional network and transfer learning
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 …
necessary to understand a construction site's status in real time. Many vision-based …
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 …