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

Lieyun Ding, Weili Fang, Hanbin Luo, +3

Automation in Construction

Artificial IntelligenceEngineeringMachine LearningData ScienceLong Short-term Memory +7

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

Weili Fang, Lieyun Ding, Hanbin Luo, +1

Automation in Construction

EngineeringSafety ScienceInjury PreventionComputer Vision-based ApproachImage Analysis +14

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

Weili Fang, Lieyun Ding, Botao Zhong, +2

Advanced Engineering Informatics

Convolutional Neural NetworkImage ClassificationMachine VisionMachine LearningData Science +12

Computer vision applications in construction safety assurance

Weili Fang, Lieyun Ding, Peter E.D. Love, +5

Automation in Construction

Construction TechnologyMachine VisionImage AnalysisEngineeringCivil Engineering +7

A deep learning-based approach for mitigating falls from height with computer vision: Convolutional neural network

Weili Fang, Botao Zhong, Neng Zhao, +4

Advanced Engineering Informatics

Fall PreventionConvolutional Neural NetworkImage ClassificationMachine VisionMachine Learning +8

Convolutional neural networks: Computer vision-based workforce activity assessment in construction

Hanbin Luo, Chaohua Xiong, Weili Fang, +3

Automation in Construction

Convolutional Neural NetworkMachine VisionMachine LearningImage AnalysisData Science +7

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

Weili Fang, Ling Ma, Peter E.D. Love, +3

Automation in Construction

Integrating Computer VisionOntology (Information Science)EngineeringSemantic ApproachKnowledge Modeling +10

Automated text classification of near-misses from safety reports: An improved deep learning approach

Weili Fang, Hanbin Luo, Shuangjie Xu, +3

Advanced Engineering Informatics

Natural Language ProcessingEngineeringMachine LearningData ScienceText Processing +9

Deep learning and network analysis: Classifying and visualizing accident narratives in construction

Botao Zhong, Xing Pan, Peter E.D. Love, +2

Automation in Construction

Geometric LearningEngineeringEvent UnderstandingMachine LearningData Science +4

Deep learning-based extraction of construction procedural constraints from construction regulations

Botao Zhong, Xuejiao Xing, Hanbin Luo, +4

Advanced Engineering Informatics

Construction TechnologyEngineeringMachine LearningCivil EngineeringConstruction Procedural Constraints +5