Mani Golparvar Fard

20072019
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Research Output 2007 2019

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Conference contribution
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

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

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

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

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

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

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

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

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

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
2014

Automated monitoring of operation-level construction progress using 4D bim and daily site photologs

Han, K. K. & Golparvar Fard, M., 2014, Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress. American Society of Civil Engineers (ASCE), p. 1033-1042 10 p.

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

Monitoring
Augmented reality
Concretes
Lasers
Electric fuses

Automated worker activity analysis in indoor environments for direct-work rate improvement from long sequences of RGB-D images

Khosrowpour, A., Fedorov, I., Holynski, A., Niebles, J. C. & Golparvar Fard, M., Jan 1 2014, Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress. American Society of Civil Engineers (ASCE), p. 729-738 10 p. (Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress).

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

Hidden Markov models
Labels
Managers
Classifiers
Productivity

Evaluating the value of investment in building insulation retrofits based on EPAR-(energy performance augmented reality) models

Ham, Y. & Golparvar Fard, M., 2014, Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress. American Society of Civil Engineers (ASCE), p. 2234-2243 10 p.

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

Augmented reality
Insulation
Retrofitting
Costs
Energy conservation

Multi-sample image-based material recognition and formalized sequencing knowledge for operation-level construction progress monitoring

Han, K. K. & Golparvar Fard, M., Jan 1 2014, Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering. Issa, R. R. & Flood, I. (eds.). American Society of Civil Engineers (ASCE), p. 364-372 9 p. (Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering).

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

Monitoring
Concretes
Concrete buildings
Sampling

Rapid image-based localization using clustered 3D point cloud models with geo-location data for AEC/FM mobile augmented reality applications

Bae, H., Golparvar Fard, M. & White, J., Jan 1 2014, Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering. Issa, R. R. & Flood, I. (eds.). American Society of Civil Engineers (ASCE), p. 841-849 9 p. (Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering).

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

Augmented reality
Cameras
Personnel
Smartphones
Pipelines

Robust context free segmentation of unordered 3D point cloud models

Dimitrov, A. & Golparvar Fard, M., Jan 1 2014, Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress. American Society of Civil Engineers (ASCE), p. 11-20 10 p. (Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress).

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

Civil engineering
Surface roughness
Geometry
Lasers

Robust NURBS surface fitting from unorganized 3D point clouds for infrastructure as-built modeling

Dimitrov, A. & Golparvar Fard, M., Jan 1 2014, Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering. Issa, R. R. & Flood, I. (eds.). American Society of Civil Engineers (ASCE), p. 81-88 8 p. (Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering).

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

Splines
Geometry
Monitoring

SAVES: An augmented virtuality strategy for training construction hazard recognition

Chen, A., Golparvar Fard, M. & Kleiner, B., Jan 1 2014, Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress. American Society of Civil Engineers (ASCE), p. 2345-2354 10 p. (Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress).

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

Hazards
Industry

Scalable non-parametric parsing for segmentation and recognition of high-quantity, low-cost highway assets from car-mounted video streams

Balali, V. & Golparvar Fard, M., Jan 1 2014, Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress. American Society of Civil Engineers (ASCE), p. 120-129 10 p. (Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress).

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

Railroad cars
Labels
Traffic signs
Costs
Poles

Updating R-values of BIM elements using 3D thermography for accurate building energy performance simulation

Ham, Y. & Golparvar Fard, M., Jan 1 2014, Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering. Issa, R. R. & Flood, I. (eds.). American Society of Civil Engineers (ASCE), p. 113-120 8 p. (Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering).

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

Thermodynamic properties
Heat resistance
Deterioration
Materials properties
Decision making

Video-based detection and classification of US traffic signs and mile markers using color candidate extraction and feature-based recognition

Balali, V. & Golparvar-Fard, M., Jan 1 2014, Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering. Issa, R. R. & Flood, I. (eds.). American Society of Civil Engineers (ASCE), p. 858-866 9 p. (Computing in Civil and Building Engineering - Proceedings of the 2014 International Conference on Computing in Civil and Building Engineering).

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

Traffic signs
Color
Adaptive boosting
Asset management
Pipelines
2013

Calculating the cost of heating and cooling loss for building diagnostics using EPAR (Energy Performance Augmented Reality Models)

Ham, Y. & Golparvar Fard, M., Nov 15 2013, Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering. p. 242-249 8 p. (Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering).

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

Augmented reality
Cooling
Heating
Costs
Inspection

CTrack: A cyber-physical approach to construction site work improvement studies

Baines, A., Czauski, T., White, J., Dougherty, B. & Golparvar Fard, M., Sep 16 2013, 2013 9th International Wireless Communications and Mobile Computing Conference, IWCMC 2013. p. 1412-1417 6 p. 6583763. (2013 9th International Wireless Communications and Mobile Computing Conference, IWCMC 2013).

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

Mobile devices
Telemetering
Sensors
Testing

Design and development of SAVES: A construction safety training augmented virtuality environment for hazard recognition and severity identification

Chen, A., Golparvar Fard, M. & Kleiner, B., Nov 15 2013, Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering. p. 841-848 8 p. (Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering).

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

Hazards

Grand challenges in data and information visualization for the architecture, engineering, construction, and facility management industries

Golparvar Fard, M., Tang, P., Cho, Y. K. & Siddiqui, M. K., Nov 15 2013, Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering. p. 849-856 8 p. (Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering).

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

Visualization
Industry
Decision making

High-precision and infrastructure-independent mobile augmented reality system for context-aware construction and facility management applications

Bae, H., Golparvar Fard, M. & White, J., Nov 15 2013, Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering. p. 637-644 8 p. (Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering).

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

Augmented reality
Drawing (graphics)
Wireless local area networks (WLAN)
Mobile devices
Global positioning system

Video-based highway asset recognition and 3D localization

Balali, V., Golparvar Fard, M. & De La Garza, J. M., Nov 15 2013, Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering. p. 379-386 8 p. (Computing in Civil Engineering - Proceedings of the 2013 ASCE International Workshop on Computing in Civil Engineering).

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

Asset management
Support vector machines
Classifiers
Textures
Pixels
2012

Automated benchmarking and monitoring of an earthmoving operation's carbon footprint using video cameras and a greenhouse gas estimation model

Heydarian, A., Memarzadeh, M. & Golparvar Fard, M., Dec 1 2012, Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. p. 509-516 8 p. (Congress on Computing in Civil Engineering, Proceedings).

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

Carbon footprint
Video cameras
Benchmarking
Greenhouse gases
Monitoring

Automated vision-based recognition of construction worker actions for building interior construction operations using RGBD cameras

Escorcia, V., Dávila, M. A., Golparvar Fard, M. & Niebles, J. C., Sep 19 2012, Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress. p. 879-888 10 p. (Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress).

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

Interiors (building)
Cameras
Learning systems
Classifiers
Productivity

Automated visual recognition of construction equipment actions using spatio-temporal features and multiple binary Support Vector Machines

Heydarian, A., Golparvar Fard, M. & Carlos Niebles, J., Sep 19 2012, Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress. p. 889-898 10 p. (Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress).

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

Construction equipment
Support vector machines
Stop watches
Classifiers
Cameras

Hybrid 4-dimensional augmented reality: A high-precision approach to mobile augmented reality

Miranda, P., Sharakhov, N., White, J., Golparvar Fard, M. & Dougherty, B., Jun 15 2012, PECCS 2012 - Proceedings of the 2nd International Conference on Pervasive Embedded Computing and Communication Systems. p. 156-161 6 p. (PECCS 2012 - Proceedings of the 2nd International Conference on Pervasive Embedded Computing and Communication Systems).

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

Augmented reality
Drawing (graphics)
Personnel
Light trailers
Visualization

Identification of potential areas for building retrofit using thermal digital imagery and CFD models

Ham, Y. & Golparvar-Fard, M., Dec 1 2012, Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. p. 642-649 8 p. (Congress on Computing in Civil Engineering, Proceedings).

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

Dynamic models
Computational fluid dynamics
Augmented reality
Dynamic analysis
Sensor networks

Image-based 3D mapping of rebar location for automated assessment of safe drilling areas prior to placing embedments in concrete bridge decks

Golparvar Fard, M., Ghadimi, B., Saidi, K. S., Cheok, G. S., Franaszek, M. & Lipman, R. R., Sep 19 2012, Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress. p. 960-970 11 p. (Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress).

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

Bridge decks
Concrete bridges
Drilling
Concretes
Patient rehabilitation

Monitoring and visualization of building construction embodied carbon footprint using DnAR - N-dimensional augmented reality models

Memarzadeh, M. & Golparvar Fard, M., Sep 19 2012, Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress. p. 1330-1339 10 p. (Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress).

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

Carbon footprint
Augmented reality
Visualization
Monitoring
Contractors

Post-disaster robotic building assessment: Automated 3D crack detection from image-based reconstructions

Torok, M. M., Golparvar Fard, M. & Kochersberger, K. B., Dec 1 2012, Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. p. 397-404 8 p. (Congress on Computing in Civil Engineering, Proceedings).

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

Crack detection
Disasters
Robotics
Structural integrity
Computer aided design

Pothole properties measurement through visual 2D recognition and 3D reconstruction

Jog, G. M., Koch, C., Golparvar Fard, M. & Brilakis, I., Dec 1 2012, Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. p. 553-560 8 p. (Congress on Computing in Civil Engineering, Proceedings).

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

Surface reconstruction
Pavements
Costs

Rapid 3D energy performance modeling of existing buildings using thermal and digital imagery

Ham, Y. & Golparvar Fard, M., Sep 19 2012, Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress. p. 991-1000 10 p. (Construction Research Congress 2012: Construction Challenges in a Flat World, Proceedings of the 2012 Construction Research Congress).

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

Coloring
Labeling
Hot Temperature
Managers
Pipelines

Real-time and automated recognition and 2D tracking of construction workers and equipment from site video streams

Memarzadeh, M., Heydarian, A., Golparvar Fard, M. & Niebles, J. C., Dec 1 2012, Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. p. 429-436 8 p. (Congress on Computing in Civil Engineering, Proceedings).

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

Classifiers
Excavators
Video cameras
Trucks
Support vector machines

Web-based eco-feedback visualization of building occupant energy consumption in support of quantifying social network effects on conservation

Gulbinas, R., Jain, R. K., Taylor, J. E. & Golparvar Fard, M., Dec 1 2012, Computing in Civil Engineering - Proceedings of the 2012 ASCE International Conference on Computing in Civil Engineering. p. 602-609 8 p. (Congress on Computing in Civil Engineering, Proceedings).

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

Conservation
Energy utilization
Visualization
Feedback
Energy conservation
2011

Monitoring changes of 3D building elements from unordered photo collections

Golparvar Fard, M., Peña-Mora, F. & Savarese, S., Dec 1 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 249-256 8 p. 6130250. (Proceedings of the IEEE International Conference on Computer Vision).

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

Monitoring
Lighting
Coloring
Visibility
Learning systems