Mani Golparvar Fard

20072019
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Research Output 2007 2019

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
2018

A conceptual framework for tracking design completeness of Track Line discipline in MRT projects

Eray, E., Haas, C. T., Rayside, D. & Golparvar Fard, M., Jan 1 2018.

Research output: Contribution to conferencePaper

Construction industry
Productivity

Automatic 3d modeling of structural and mechanical components from point clouds

Perez-Perez, Y., Golparvar Fard, M. & El-Rayes, K. A., Jan 1 2018, Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018. Wang, C., Berryman, C., Harris, R., Harper, C. & Lee, Y. (eds.). American Society of Civil Engineers (ASCE), p. 501-511 11 p. (Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018; vol. 2018-April).

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

Splines
Ceilings
Labeling
Feature extraction
Labels

Decentralized visual 3d mapping of scattered work locations for high-frequency tracking of indoor construction activities

Amer, F. & Golparvar Fard, M., Jan 1 2018, Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018. Wang, C., Berryman, C., Harris, R., Harper, C. & Lee, Y. (eds.). American Society of Civil Engineers (ASCE), p. 491-500 10 p. (Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018; vol. 2018-April).

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

Data acquisition
Pipelines
Cameras
Engineers

Geometry- and Appearance-Based Reasoning of Construction Progress Monitoring

Han, K., Degol, J. & Golparvar Fard, M., Feb 1 2018, In : Journal of Construction Engineering and Management. 144, 2, 04017110.

Research output: Contribution to journalArticle

Geometry
Monitoring
Contractors
Textures
Color

Model maturity risk index framework for tracking progress in model-based engineering

Garcia, G., Golparvar Fard, M., De La Garza, J. M. & Fischer, M., Jan 1 2018, Construction Research Congress 2018: Construction Project Management - Selected Papers from the Construction Research Congress 2018. American Society of Civil Engineers (ASCE), Vol. 2018-April. p. 42-52 11 p.

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

Hazards

Using augmented virtuality to understand the situational awareness model

Bhandari, S., Hallowell, M. R., Van Boven, L., Golparvar Fard, M., Gruber, J. & Welker, K. M., Jan 1 2018, Construction Research Congress 2018: Safety and Disaster Management - Selected Papers from the Construction Research Congress 2018. American Society of Civil Engineers (ASCE), Vol. 2018-April. p. 105-115 11 p.

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

Hazards
Virtual reality
Aviation
Experiments

Vision-based construction activity analysis in long video sequences via hidden markov models: Experiments on earthmoving operations

Roberts, D., Golparvar Fard, M., Niebles, J. C., Gwak, J. & Bao, R., Jan 1 2018, Construction Research Congress 2018: Safety and Disaster Management - Selected Papers from the Construction Research Congress 2018. Harper, C., Lee, Y., Harris, R., Berryman, C. & Wang, C. (eds.). American Society of Civil Engineers (ASCE), p. 164-173 10 p. (Construction Research Congress 2018: Safety and Disaster Management - Selected Papers from the Construction Research Congress 2018; vol. 2018-April).

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

Hidden Markov models
Excavators
Experiments
Trajectories
Probability density function

Visual data and predictive analytics for proactive project controls on construction sites

Lin, J. J. & Golparvar Fard, M., Jan 1 2018, Advanced Computing Strategies for Engineering - 25th EG-ICE International Workshop 2018, Proceedings. Domer, B. & Smith, I. F. (eds.). Springer-Verlag, p. 412-430 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10863 LNCS).

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

Visual System
Work Flow
Decision Making
Roots
Contractors
2017

Crowdsourcing BIM-guided collection of construction material library from site photologs

Han, K. & Golparvar Fard, M., Dec 1 2017, In : Visualization in Engineering. 5, 1, 14.

Research output: Contribution to journalArticle

Overlay
Web-based
Scale-up
Libraries
3D Reconstruction
Cameras
Monitoring
Costs

Proactive Construction Project Controls via Predictive Visual Data Analytics

Lin, J. J. & Golparvar Fard, M., Jan 1 2017, Computing in Civil Engineering 2017: Sensing, Simulation, and Visualization - Selected Papers from the ASCE International Workshop on Computing in Civil Engineering 2017. Lin, K-Y., Tang, P. & El-Gohary, N. (eds.). American Society of Civil Engineers (ASCE), p. 147-154 8 p. (Congress on Computing in Civil Engineering, Proceedings; vol. 2017-June).

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

Transparency
Productivity
Communication

Semantic-Rich 3D CAD models for built environments from point clouds: An end-to-end procedure

Perez-Perez, Y., Golparvar Fard, M. & El-Rayes, K. A., Jan 1 2017, Computing in Civil Engineering 2017: Smart Safety, Sustainability and Resilience - Selected Papers from the ASCE International Workshop on Computing in Civil Engineering 2017. El-Gohary, N., Tang, P., El-Gohary, N., Lin, K-Y., Lin, K-Y. & Tang, P. (eds.). American Society of Civil Engineers (ASCE), p. 166-174 9 p. (Congress on Computing in Civil Engineering, Proceedings).

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

Computer aided design
Semantics
Splines
Labels
Personnel
2016

Characterizing Construction Equipment Activities in Long Video Sequences of Earthmoving Operations via Kinematic Features

Bao, R., Sadeghi, M. A. & Golparvar-Fard, M., Jan 1 2016, Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016. Perdomo-Rivera, J. L., Lopez del Puerto, C., Gonzalez-Quevedo, A., Maldonado-Fortunet, F. & Molina-Bas, O. I. (eds.). American Society of Civil Engineers (ASCE), p. 849-858 10 p. (Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016).

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

Construction equipment
Kinematics
Excavators
Decision trees
Trucks

Enhanced Appearance-Based Material Classification for the Monitoring of Operation-Level Construction Progress through the Removal of Occlusions

Han, K. K., Muthukumar, B. & Golparvar Fard, M., Jan 1 2016, Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016. Perdomo-Rivera, J. L., Lopez del Puerto, C., Gonzalez-Quevedo, A., Maldonado-Fortunet, F. & Molina-Bas, O. I. (eds.). American Society of Civil Engineers (ASCE), p. 879-889 11 p. (Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016).

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

Monitoring
Planning
Costs
Traffic signs
Classifiers
Support vector machines
Color
Lighting
Smartphones
Wireless local area networks (WLAN)
Probability distributions
Global positioning system
Decision making

Geometry-informed material recognition

Degol, J., Golparvar Fard, M. & Hoiem, D. W., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 1554-1562 9 p. 7780541. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

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

Geometry
Textures
Cameras
Color
Testing

Model-Driven Management a of Construction Carbon Footprint: Case Study

Chhatwani, M. & Golparvar Fard, M., Jan 1 2016, Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016. Perdomo-Rivera, J. L., Lopez del Puerto, C., Gonzalez-Quevedo, A., Maldonado-Fortunet, F. & Molina-Bas, O. I. (eds.). American Society of Civil Engineers (ASCE), p. 1202-1212 11 p. (Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016).

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

Carbon footprint
Life cycle
Supply chains

Non-Uniform B-Spline Surface Fitting from Unordered 3D Point Clouds for As-Built Modeling

Dimitrov, A., Gu, R. & Golparvar-Fard, M., Jul 1 2016, In : Computer-Aided Civil and Infrastructure Engineering. 31, 7, p. 483-498 16 p.

Research output: Contribution to journalArticle

Splines
Pipe
Geometry
Monitoring

Semantic and Geometric Labeling for Enhanced 3D Point Cloud Segmentation

Perez-Perez, Y., Golparvar Fard, M. & El-Rayes, K. A., Jan 1 2016, Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016. Perdomo-Rivera, J. L., Lopez del Puerto, C., Gonzalez-Quevedo, A., Maldonado-Fortunet, F. & Molina-Bas, O. I. (eds.). American Society of Civil Engineers (ASCE), p. 2542-2552 11 p. (Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016).

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

Labeling
Semantics
Labels
Ceilings
Set theory

Target-free approach for vision-based structural system identification using consumer-grade cameras

Yoon, H., Elanwar, H., Choi, H., Golparvar Fard, M. & Spencer, B. F., Dec 1 2016, In : Structural Control and Health Monitoring. 23, 12, p. 1405-1416 12 p.

Research output: Contribution to journalArticle

Identification (control systems)
Cameras
Structural health monitoring
Displacement measurement
Sensors

Visual monitoring of civil infrastructure systems via camera-equipped Unmanned Aerial Vehicles (UAVs): a review of related works

Ham, Y., Han, K. K., Lin, J. J. & Golparvar Fard, M., Dec 1 2016, In : Visualization in Engineering. 4, 1, 1.

Research output: Contribution to journalReview article

Unmanned aerial vehicles (UAV)
Infrastructure
Camera
Cameras
Monitoring

Web-Based 4D Visual Production Models for Decentralized Work Tracking and Information Communication on Construction Sites

Lin, J. J. & Golparvar Fard, M., Jan 1 2016, Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016. American Society of Civil Engineers (ASCE), p. 1731-1741 11 p.

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

Communication
Mobile computing
Managers
Personnel
Costs
2015

A framework for model-driven acquisition and analytics of visual data using UAVs for automated construction progress monitoring

Lin, J. J., Han, K. K. & Golparvar Fard, M., Jan 1 2015, p. 156-164. 9 p.

Research output: Contribution to conferencePaper

Unmanned aerial vehicles (UAV)
Monitoring
Data acquisition
Geometry
Monitoring
Classifiers
Textures
Pixels
Cameras

Automated progress monitoring using unordered daily construction photographs and IFC-based building information models

Golparvar Fard, M., Peña-Mora, F. & Savarese, S., Jan 1 2015, In : Journal of Computing in Civil Engineering. 29, 1, 04014025.

Research output: Contribution to journalArticle

Monitoring
Industry
Visualization
Coloring
Visibility
Industry

Bridging semantics with physical objects using augmented reality

Sun, Y., Bae, H., Manna, S., White, J. & Golparvar-Fard, M., Feb 26 2015, Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing, IEEE ICSC 2015. Kankanhalli, M. S., Li, T. & Wang, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 344-349 6 p. 7050832. (Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing, IEEE ICSC 2015).

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

Augmented reality
Semantics
Industry
Data description
Mobile computing

Construction performance monitoring via still images, time-lapse photos, and video streams: Now, tomorrow, and the future

Yang, J., Park, M. W., Vela, P. A. & Golparvar Fard, M., Apr 1 2015, In : Advanced Engineering Informatics. 29, 2, p. 211-224 14 p.

Research output: Contribution to journalArticle

Monitoring
Construction equipment
Computer vision

Crowdsourcing Construction Activity Analysis from Jobsite Video Streams

Liu, K. & Golparvar Fard, M., Nov 1 2015, In : Journal of Construction Engineering and Management. 141, 11, 04015035.

Research output: Contribution to journalArticle

Computer vision
Explosions
Cameras
Experiments
Activity analysis

Crowdsourcing video-based workface assessment for construction activity analysis

Liu, K. & Golparvar Fard, M., Jan 1 2015, 32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings. International Association for Automation and Robotics in Construction I.A.A.R.C), (32nd International Symposium on Automation and Robotics in Construction and Mining: Connected to the Future, Proceedings).

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

Computer vision
Explosions
Cameras
Availability
Concretes
Traffic signs
Inventory Management
Traffic
Highway systems
Application programming interfaces (API)

Developing a Thermal Comfort Report Card for Building

Abdallah, M., Clevenger, C. & Golparvar Fard, M., Jan 1 2015, In : Procedia Engineering. 118, p. 675-682 8 p.

Research output: Contribution to journalConference article

Thermal comfort
Ventilation
Air conditioning
Heating
Energy utilization

Fast and scalable 3D cyber-physical modeling for high-precision mobile augmented reality systems

Bae, H., White, J., Golparvar Fard, M., Pan, Y. & Sun, Y., Dec 1 2015, In : Personal and Ubiquitous Computing. 19, 8, p. 1275-1294 20 p.

Research output: Contribution to journalArticle

Augmented reality
Cameras
Mobile devices
Digital cameras
Computer hardware
Ontology
Monitoring
Visibility
Scanning
Lasers
Personnel
Augmented reality
Servers
Smartphones
Cloud computing

Image-based retro-reflectivity measurement of traffic signs in day time

Balali, V., Sadeghi, M. A. & Golparvar-Fard, M., Oct 2015, In : Advanced Engineering Informatics. 29, 4, p. 1028-1040 13 p.

Research output: Contribution to journalArticle

Traffic signs
Highway administration
Visibility
Inspection
Electric current measurement
Thermodynamic properties
Heat resistance
Deterioration
Inspection
Hot Temperature

Recognition and 3D localization of traffic signs via image-based point cloud models

Balali, V. & Golparvar Fard, M., Jan 1 2015, p. 206-214. 9 p.

Research output: Contribution to conferencePaper

Traffic signs
Costs
Inspection
Cameras
Color

Segmentation and recognition of highway assets using image-based 3d point clouds and semantic Texton Forests

Golparvar-Fard, M., Balali, V. & De La Garza, J. M., Jan 1 2015, In : Journal of Computing in Civil Engineering. 29, 1, 04014023.

Research output: Contribution to journalArticle

Semantics
Color
Railroad cars
Pixels
Traffic signs
Video cameras
Telecommunication traffic
Railroad cars
Traffic signs
Pavements

Segmentation of building point cloud models including detailed architectural/structural features and MEP systems

Dimitrov, A. & Golparvar Fard, M., Mar 1 2015, In : Automation in Construction. 51, C, p. 32-45 14 p.

Research output: Contribution to journalArticle

Surface roughness
Seed
Geometry
Lasers
Cost benefit analysis
Energy efficiency
Augmented reality
Costs
Photogrammetry
2014
Infrared Thermography
Thermal Resistance
3D Visualization
Condensation
Heat resistance