Mani Golparvar Fard

20072019
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Research Output 2007 2019

Annotating 2D Imagery with 3D Kinematically Configurable Assets of Construction Equipment for Training Pose-Informed Activity Analysis and Safety Monitoring Algorithms

Roberts, D., Wang, Y., Sabet, A. & Golparvar Fard, M., Jan 1 2019, Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Wang, C., Cho, Y. K., Leite, F. & Behzadan, A. (eds.). American Society of Civil Engineers (ASCE), p. 32-38 7 p. (Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Construction equipment
Computer vision
Monitoring
Masks
Productivity

Automated Mining of Construction Schedules for Easy and Quick Assembly of 4D BIM Simulations

Torres-Calderon, W., Chi, Y., Amer, F. & Golparvar Fard, M., Jan 1 2019, Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Wang, C., Cho, Y. K., Leite, F. & Behzadan, A. (eds.). American Society of Civil Engineers (ASCE), p. 432-438 7 p. (Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer simulation
Learning systems
Labels
Scheduling
Planning
Excavators
Trucks
Hidden Markov models
Trajectories
Labels

Formalizing Construction Sequencing Knowledge and Mining Company-Specific Best Practices from Past Project Schedules

Amer, F. & Golparvar Fard, M., Jan 1 2019, Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Wang, C., Cho, Y. K., Leite, F. & Behzadan, A. (eds.). American Society of Civil Engineers (ASCE), p. 215-223 9 p. (Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Recurrent neural networks
Learning systems
Engines
Control systems

Video-Based Activity Forecasting for Construction Safety Monitoring Use Cases

Tang, S., Golparvar Fard, M., Naphade, M. & Gopalakrishna, M. M., Jan 1 2019, Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Wang, C., Cho, Y. K., Leite, F. & Behzadan, A. (eds.). American Society of Civil Engineers (ASCE), p. 204-210 7 p. (Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monitoring
Time series analysis
Accidents
Pixels
Trajectories

Honors & Recognition

civil engineer
Society