Lieyun Ding

Overview

Best Publications

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

  Qi Fang;Qi Fang;Heng Li;Xiaochun Luo;Lieyun Ding

  555
  Citations

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

  Lieyun Ding;Weili Fang;Hanbin Luo;Peter E.D. Love

  462
  Citations

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

  Lieyun Ding;Ying Zhou;Ying Zhou;Burcu Akinci

  420
  Citations

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

  Weili Fang;Lieyun Ding;Hanbin Luo;Peter E.D. Love

  403
  Citations

• Non-linear description of ground settlement over twin tunnels in soil

  Ling Ma;Lieyun Ding;Hanbin Luo

  345
  Citations

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

  Weili Fang;Lieyun Ding;Botao Zhong;Peter E.D. Love

  326
  Citations

• Computer vision for behaviour-based safety in construction: A review and future directions

  Weili Fang;Peter E.D. Love;Hanbin Luo;Lieyun Ding

  290
  Citations

• Machine learning in construction: From shallow to deep learning

  Yayin Xu;Ying Zhou;Przemyslaw Sekula;Przemyslaw Sekula;Lieyun Ding

  281
  Citations

• Construction risk knowledge management in BIM using ontology and semantic web technology

  L.Y. Ding;B.T. Zhong;Song Wu;H.B. Luo

  278
  Citations

• Improved Fuzzy Bayesian Network-Based Risk Analysis With Interval-Valued Fuzzy Sets and D–S Evidence Theory

  Yue Pan;Limao Zhang;ZhiWu Li;Lieyun Ding

  239
  Citations

• Computer vision applications in construction safety assurance

  Weili Fang;Lieyun Ding;Peter E.D. Love;Hanbin Luo

  235
  Citations

• Real-time safety early warning system for cross passage construction in Yangtze Riverbed Metro Tunnel based on the internet of things

  L.Y. Ding;C. Zhou;Q.X. Deng;H.B. Luo

  230
  Citations

• Construction quality information management with blockchains

  Da Sheng;Lieyun Ding;Botao Zhong;Peter E.D. Love

  222
  Citations

• Ontology-based semantic modeling of regulation constraint for automated construction quality compliance checking

  B.T. Zhong;L.Y. Ding;H.B. Luo;Y. Zhou

  213
  Citations

• Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology

  Weili Fang;Ling Ma;Peter E.D. Love;Hanbin Luo

  196
  Citations

• Digital reproduction of historical building ornamental components: From 3D scanning to 3D printing

  Jie Xu;Lieyun Ding;Peter E.D. Love

  190
  Citations

• Safety barrier warning system for underground construction sites using Internet-of-Things technologies

  C. Zhou;L.Y. Ding

  188
  Citations

• Application of 4D visualization technology for safety management in metro construction

  Y. Zhou;L.Y. Ding;L.J. Chen

  178
  Citations

• Dynamic prediction for attitude and position in shield tunneling: A deep learning method

  Cheng Zhou;Hengcheng Xu;Lieyun Ding;Linchun Wei

  170
  Citations

• Computer vision aided inspection on falling prevention measures for steeplejacks in an aerial environment

  Qi Fang;Qi Fang;Heng Li;Xiaochun Luo;Lieyun Ding

  168
  Citations

• Hyperledger fabric-based consortium blockchain for construction quality information management

  Botao Zhong;Haitao Wu;Lieyun Ding;Hanbin Luo

  163
  Citations

• A deep learning-based method for detecting non-certified work on construction sites

  Qi Fang;Qi Fang;Heng Li;Xiaochun Luo;Lieyun Ding

  153
  Citations

• Development of web-based system for safety risk early warning in urban metro construction

  L.Y. Ding;C. Zhou

  148
  Citations