Department of Built Environment at Indiana State University
I am an Assistant Professor at the Department of Built Environment at Indiana State University, Teaching construction management-related courses and Conducting research on construction management in Metaverse.
Indiana State University, Terre Haute, IN
Georgia Institute of Technology, Atlanta, GA
Hanyang, South Korea
Hanyang, South Korea
Georgia Institute of Technology
Korea Institute of Construction Technology
BriconLAB. Co. ltd (South Korea)
Korea Expressway Corporation
Ejtech. Co. ltd (South Korea)
The objective of this research is to develop a Human-in-the-Loop CPS for Non-Contact Facility Maintenance at the post COVID era. To achieve this goal, I will develop a BIM-integrated AR application for non-contact data exchange between residents and facility managers. Automated damage dection algorithm using deep learning will be implemented into the AR app.
NSF-CPS-Medium: Human-in-the-Loop CPS for Non-Contact Facility Maintenance at the post COVID era
The main purpose of this research is to realize smart earthwork with multi-robot collaboration. In this research, UAV and UGV will play a role to manage and control the entire earthwork project. IoT-based Geofencing technique will be implemented for the construction safety.
Smart earth moving with multi-robot systems (KOREA INSTITUTE of CIVIL ENGINEERING and BUILDING TECHNOLOGY – International Joint Research)
| Classes | University | Semester |
|---|---|---|
| Construction Project Management | Indiana State University | Fall 2022 |
| Construction Materials, Methods, and Equipment | Indiana State University | Fall 2022 |
| Construction operation | Georgia Tech | Spring 2022 |
| Construction Automation and Robotics | Georgia Tech | Fall 2021 |
| Construction Industry Best Practices – TA | Georgia Tech | Fall 2019 |
| Construction Operation – TA | Georgia Tech | Spring 2019 |
1) Park, J., Cho, Y., and Kim, S. (2022). "Deep Learning-based UAS Image Segmentation and Inpainting for Generating Vehicle-Free Orthomosaic." International Journal of Applied Earth Observation and Geoinformation, 115, DOI: https://doi.org/10.1016/j.jag.2022.103111 .
2) Al-Hasani L., Park, J., Perez, G., Herndon, H., Brown, J., Cho, Y., Gentry, R., and Kurtis, K. (2022). "Quantifying concrete adiabatic temperature rise based on temperature-dependent isothermal calorimetry; modeling and validation." Materials and Structures, 55(7), http://doi.org/10.1617/s11527-022-02023-6 .
3) Lee, J., Huh, Y., and Park, J. (2022). "Geospatial Simulation System of Mountain Area Black Ice Accident." Applied Science, 12(11), DOI: https://doi.org/10.3390/app12115709
4) Park, J., and Cho, Y. (2021). "Point Cloud Information Modeling: Deep Learning-based Automated Information Modeling Framework for Point Cloud Data." ASCE Journal of Construction Engineering and Management, 148(2), DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0002227 .
5) Lee, J., Cho, J., and Park, J. (2021). "Large-scale Earthwork Progress Digitalization Practices using Series of 3D Models generated from UAS Images." Drones, 5(4), DOI: https://doi.org/10.3390/drones5040147
6) Jeong, I., Jang, Y., Park, J.*, and Cho, Y. (2021) "Motion Planning of Mobile Robots for Autonomous Navigation on Uneven Ground Surfaces." ASCE Journal of Computing in Civil Engineering, 35(3), DOI: https://doi.org/10.1061/(ASCE)CP.1943-5487.0000963 (*: Corresponding author)
7) Price, L.C., Chen, J., Park, J.*, and Cho, Y. (2021) "Multisensor-driven Real-time Crane Monitoring System for Blind Lift Operations: Lessons Learned from a Case Study." Automation in Construction, 124, DOI: https://doi.org/10.1016/j.autcon.2021.103552(*: Corresponding author)
8) Park, J., Cho, Y., Kang, D., and Son, B.(2020). "CNN-Based Person Detection Using Infrared Images for Night-Time Intrusion Warning Systems." Sensors, 20(1), 34, DOI: https://doi.org/10.3390/s20010034
9) Park, J., Kim, P., Cho, Y., and Kang, J. (2019). "Framework for Automated Registration of UAV and UGV Point Clouds Using Local Features in Images." Automation in Construction, 98, DOI: https://doi.org/10.1016/j.autcon.2018.11.024
10) Kim, P., Park, J., Cho, Y., and Kang, J. (2019). "UAV-assisted autonomous mobile robot navigation for as-is 3D data collection and registration in cluttered environments." Automation in Construction, 106, DOI: https://doi.org/10.1016/j.autcon.2019.102918
11) Lee, J., Park, J., Kim, I., and Kang, D.Y.(2019). "Application of Vision-based Safety Warning System to Haeundae Beach, Korea." Journal of Coastal Research, 91(SI), DOI: https://doi.org/10.2112/SI91-044.1
12) Al-Hasani L., Perez, G., Herndon, H., Park, J., Poole, J., Tien, I., Washburn, N., Cho, Y., Gentry, R., and Kurtis, K. (Forthcoming). "Prediction of heat of hydration of cementitious systems using Gaussian Process Regression enables mass concrete thermal modeling." Materials and Structures, (under review).
13) Brown, J., Park, J., Al-Hasani L., Gentry, R., Kurtis, K., and Cho, Y. (Forthcoming). "A Family of Thermal Nomograms for Mass Concrete." ACI Materials Journal, (under review).
14) Park, J., Al-Hasani L., Gentry, R., Kurtis, K., Brown, J., and Cho, Y. (Forthcoming). "Multi-Criteria Decision-Making Framework of Thermal Control Methods using Nomogram for Mass Concrete Construction." Construction and Building Materials, (In prep).
15) Park, J., Kim, S., Kim, Y., and Cho, Y. (Forthcoming) “3D Benchmark Datasets with Hierarchical Structure Collected from Different Construction Processes.” Automation in Construction, (In prep)
16) Park, J.,and Cho, Y. (Forthcoming). "Effect of Parameter Combination for Construction Material Segmentation in Point Clouds." ASCE Journal of Construction Engineering and Management, (In prep).
1) Park, J. and Cho Y. (2022). “Inspection Data Exchange and Visualization for Building Maintenance using AR-enabled BIM.” Proceedings of the International Symposium on Automation and Robotics in Construction (ISARC), Bogotá, Colombia, July 13-15., DOI: https://doi.org/10.22260/ISARC2022/0066
2) Kim, S., Yajima, Y., Park, J., Chen, J., and Cho Y. (2022). “A Hybrid Semantic-Geometric Approach for Clutter-Resistant Floorplan Generation from Building Point Clouds.” Proceedings of the 9th International Conference on Construction Engineering and Project Management (ICCEPM), Las Vegas, NV, USA, June 20-23.
3) Park, J. and Cho Y. (2021). “Laser Intensity-assisted Construction Material Classification in Point Cloud Data using Deep Learning” ASCE International Conference on Computing in Civil Engineering (i3CE 2021), Orlando, FL, USA, September 12-14. DOI: https://doi.org/10.1061/9780784483893.001
4) Yajima, Y., Kahoush, M., Chen, J., Park, J. Kangisser, S., Irizarry, J., and Cho, Y. (2021) “AI-driven 3D Point Cloud-Based Highway Infrastructure Monitoring System using UAV” ASCE International Conference on Computing in Civil Engineering (i3CE 2021), Orlando, FL, USA, September 12-14. DOI: https://doi.org/10.1061/9780784483893.110
5) Kahoush, M., Yajima, Y., Chen, J., Park, J. Kangisser, S., Irizarry, J., and Cho, Y. (2021) “Image-based highway infrastructure segmentation using UAV imagery” ASCE International Conference on Computing in Civil Engineering (i3CE 2021), Orlando, FL, USA, September 12-14. DOI: https://doi.org/10.1061/9780784483893.109
6) Park, J. Chen, J., and Cho Y. (2020). "Point Cloud Information Modeling (PCIM): an Innovative Framework for as-is Information Modeling of Construction Sites." ASCE Construction Research Congress (CRC) 2020, Tempe, AZ, USA, March 9-10, DOI: https://doi.org/10.1061/9780784482865.139
7) Kim, P., Price, L., Park, J. and Cho, Y. (2019). "UAV-UGV cooperative 3D environmental mapping." Proceedings of the ASCE 2019 International Conference on Computing in Civil Engineering (i3CE), Atlanta, GA, USA, June 17-19, DOI: https://doi.org/10.1061/9780784482438.049
8) Kim, P., Park, J. and Cho, Y. (2019). "As-is Geometric Data Collection and 3D Visualization through the Collaboration between UAV and UGV." Proceedings of the 36th International Symposium on Automation and Robotics in Construction (ISARC), Banff, AB, Canada, May 21-24 DOI: https://doi.org/10.22260/ISARC2019/0073
9) Park, J. Park, J., Kim, P., Cho, Y., and Fang, Y. (2018)." Automated Collaboration Framework of UAV and UGV for 3D Visualization of Construction Sites." Proceedings of the 18thInternational Conference on Construction Applications of Virtual Reality (CONVR2018), Auckland, New Zealand, Nov 22-23.
10) Park, J. Cho, Y., and Shim, J. (2018). "Resilient Fire Prevention and Management Strategies for Structures and Materials Stored under Bridges." Construction Research Congress 2018, ASCE, New Orleans, LA, 584 - 593. DOI: https://doi.org/10.1061/9780784481288.057
101 North 6th Street, Terre Haute, IN 47809
jisoo.park@indstate.edu
(770) 731-5233
