no code implementations • 25 Jul 2023 • Yuexiong Ding, Xiaowei Luo
Object detection has been widely applied for construction safety management, especially personal protective equipment (PPE) detection.
no code implementations • 30 May 2023 • Yuexiong Ding, Muyang Liu, Xiaowei Luo
The occlusion issues of computer vision (CV) applications in construction have attracted significant attention, especially those caused by the wide-coverage, crisscrossed, and immovable scaffold.
no code implementations • 29 May 2023 • Yuexiong Ding, Xiaowei Luo
This study preliminarily reveals the potential and feasibility of proximity monitoring using only a 2D camera, providing a new promising and economical way for early warning of human-machine collisions.
1 code implementation • 29 May 2023 • Yuexiong Ding, Xiaowei Luo
Currently, object detection applications in construction are almost based on pure 2D data (both image and annotation are 2D-based), resulting in the developed artificial intelligence (AI) applications only applicable to some scenarios that only require 2D information.