Small object detection (SOD) system for comprehensive construction site safety monitoring

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Object Detection in 20 Years: A Survey

Zhengxia Zou, Keyan Chen, Zhenwei Shi et al. · Proceedings of the IEEE · 2023 · 2.9K citations

Computing, Computer Science, Computer Vision +10

A survey and performance evaluation of deep learning methods for small object detection

Yang Liu, Peng Sun, Nickolas M. Wergeles et al. · Expert Systems with Applications · 2021 · 629 citations

Computing, Computer Science, Computer Vision +15

Detecting non-hardhat-use by a deep learning method from far-field surveillance videos

Fang Qi, Heng Li, Xiaochun Luo et al. · Automation in Construction · 2017 · 536 citations

Computing, Computer Science, Computer Vision +11

Deep learning for site safety: Real-time detection of personal protective equipment

Nipun D. Nath, Amir H. Behzadan, Stephanie German Paal · Automation in Construction · 2020 · 486 citations

Computing, Computer Science, Computer Vision +13