Kevin Han

Assistant Professor

Education

Ph.D. 2016

Civil Engineering

University of Illinois, Urbana-Champaign

M.C.S. 2015

Computer Science

University of Illinois, Urbana-Champaign

M.S. 2012

Civil Engineering

University of California, Berkeley

B.A. 2010

Architecture/Minor in Structural Engineering

University of California, Berkeley

Research Description

Dr. Han's research focuses on creating and validating new computer vision and machine learning analytics that leverage emerging and often already existing visual data (images, videos, and point cloud data) and Building Information Modeling (BIM) for effective construction project controls, enhancing site-to-office and office-to-site communications, safety and hazard recognition, and safety training and monitoring. He is particularly interested in new modalities of information and user interaction, including Virtual Reality, Augmented Reality, and Augmented Virtuality. Other areas of interest include robotics for automating management of civil infrastructure systems (subtopics to include autonomous navigation for data collection and analytics) and project-based learning for STEM education.

Publications

An Integrated UGV-UAV System for Construction Site Data Collection
, (2020). Automation in Construction. https://doi.org/10.1016/j.autcon.2019.103068
Developing hazard recognition skill among the next-generation of construction professionals
Albert, A., Jeelani, I., & Han, K. (2020), CONSTRUCTION MANAGEMENT AND ECONOMICS. https://doi.org/10.1080/01446193.2020.1797133
Development of virtual reality and stereo-panoramic environments for construction safety training
Jeelani, I., Han, K., & Albert, A. (2020), Engineering, Construction and Architectural Management, ahead-of-print(ahead-of-print). https://doi.org/10.1108/ECAM-07-2019-0391
Smart Infrastructure: A Vision for the Role of the Civil Engineering Profession in Smart Cities
Berglund, E. Z., Monroe, J. G., Ahmed, I., Noghabaei, M., Do, J., Pesantez, J. E., … Levis, J. (2020), Journal of Infrastructure Systems, 26(2), 03120001. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000549
Trend Analysis on Adoption of Virtual and Augmented Reality in the Architecture, Engineering, and Construction Industry
Noghabaei, M., Heydarian, A., Balali, V., & Han, K. (2020), Data, 5(1), 26. https://doi.org/10.3390/data5010026
A Framework of Human-Motion Based Structural Dynamics Simulation Using Mobile Devices
Yoon, H., Han, K., & Ham, Y. (2019), Sensors. https://doi.org/10.3390/s19153258
Are Visual Search Patterns Predictive of Hazard Recognition Performance? Empirical Investigation Using Eye-Tracking Technology
Jeelani, I., Albert, A., Han, K., & Azevedo, R. (2019), Journal of Construction Engineering and Management, 145(1), 04018115. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001589
LNSNet: Lightweight Navigable Space Segmentation for Autonomous Robots on Construction Sites
Asadi, K., Chen, P., Han, K., Wu, T., & Lobaton, E. (2019), Data. https://doi.org/10.3390/data4010040
Real-Time Hazard Proximity Detection—Localization of Workers Using Visual Data
, (2019). Computing in Civil Engineering 2019. https://doi.org/10.1061/9780784482438.036
Real-Time Image Localization and Registration with BIM Using Perspective Alignment for Indoor Monitoring of Construction
Asadi, K., Ramshankar, H., Noghabaei, M., & Han, K. (2019), Journal of Computing in Civil Engineering, 33(5), 04019031. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000847

View all publications via NC State Libraries

Grants

Collaborative Research: Improving Undergraduate Education in Civil & Building Engineering through Student-centric Cyber-Physical Systems: Bringing Real-world Problems to Classrooms
National Science Foundation (NSF)(10/01/20 - 9/30/23)
Safety Management in Complex Environments
Associated General Contractors (AGC) of America(7/12/19 - 12/31/20)
Applying Small UAS to Produce Survey Grade Geospatial Products for DOT Preconstruction & Construction Activities
NC Department of Transportation(8/01/19 - 7/31/21)
BIM for VTR: Holistic Approach to Design and Construction
US Dept. of Energy (DOE)(9/17/18 - 9/30/21)