Lieyun Ding

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 · 516 citations

Machine Vision, Image Analysis, Machine Learning +10

A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory

Lieyun Ding, Weili Fang, Hanbin Luo et al. · Automation in Construction · 2017 · 457 citations

Artificial Intelligence, Engineering, Machine Learning +9

Falls from heights: A computer vision-based approach for safety harness detection

Weili Fang, Lieyun Ding, Hanbin Luo et al. · Automation in Construction · 2018 · 414 citations

Engineering, Safety Science, Injury Prevention +16

Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach

Weili Fang, Lieyun Ding, Botao Zhong et al. · Advanced Engineering Informatics · 2018 · 329 citations

Convolutional Neural Network, Image Classification, Machine Vision +14

Building Information Modeling (BIM) application framework: The process of expanding from 3D to computable nD

Lieyun Ding, Ying Zhou, Burcu Akinci · Automation in Construction · 2014 · 319 citations

Engineering, Software Engineering, Computer-aided Design +17