Pi, Yalong
individual record
Associate Research Scientist
Positions:
- Associate Research Scientist, Texas A&M Institute of Data Science
overview
My research interests focus on computer vision applications in traffic management, disaster mitigation, precision livestock farming, and biomedical imagery.
education and training
- Texas A&M University - (College Station, Texas, United States), Postdoctoral Training 2022
- Ph.D. in Architecture/Construction, Texas A&M University - (College Station, Texas, United States) 2020
- M.S. in Civil Engineering, Wuhan Institute of Technology - (Wuhan, China) 2013
- B.S. in Mechanical Engineering, Wuhan Textile University - (Wuhan, China) 2011
selected publications
Academic Articles6
- Pi, Y., Nath, N. D., Sampathkumar, S., & Behzadan, A. H. Deep Learning for Visual Analytics of the Spread of COVID-19 Infection in Crowded Urban Environments. Natural Hazards Review. 22(3),
- Pi, Y., Nath, N. D., & Behzadan, A. H. Detection and Semantic Segmentation of Disaster Damage in UAV Footage. Journal of Computing in Civil Engineering. 35(2),
- Pi, Y., Ye, X., & Duffield, N. Rapid Damage Estimation of Texas Winter Storm Uri from Social Media Using Deep Neural Networks. Urban Science. 6(3), 62-62.
- Pi, Y., Duffield, N., Behzadan, A., & Lomax, T. Lane-specific speed analysis in urban work zones with computer vision.. Traffic Injury Prevention. 24(3), 242-250.
- Pi, Y., Nath, N. D., & Behzadan, A. H. Convolutional neural networks for object detection in aerial imagery for disaster response and recovery. Advanced Engineering Informatics. 43, 101009-101009.
Conference Papers7
- Cheng, C., Pi, Y., Lomax, T., Duffield, N., & Behzadan, A. H. Pedestrian Phone-Related Distracted Behavior Classification in Front-Facing Vehicle Cameras for Road User Safety. Computing in Civil Engineering 2023. 418-425.
- Pi, Y., Nath, N. D., & Behzadan, A. H. Disaster Impact Information Retrieval Using Deep Learning Object Detection in Crowdsourced Drone Footage. 27th EG-ICE International Workshop 2020.
- Canadinc, S. T., Wang, B., Pi, Y., & Yan, W. Multi-User and Web-based Parametric Modeling with Multiple Visual Programming Tools. ECAADE 2020: ANTHROPOLOGIC - ARCHITECTURE AND FABRICATION IN THE COGNITIVE AGE, VOL 1, Proceedings of the 38th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) [Volume 1]. 1, 19-28.
- Tao, J., Mendes, E., Pi, Y., Cassity, A., Male, R. R., Kaniyamattam, K., Duffield, N., & Tedeschi, L. O. Hands-On Iii: Building Digital Twins for Precision Livestock Farming: Data Analytics and Big Data Challenges. Journal of Animal Science. 101(Supplement_3), 75-76.
- Pi, Y., Nath, N. D., & Bezhadan, A. H. Deep Neural Networks for Drone View Localization and Mapping in GPS-Denied Environments. 37th CIB W78 Conference 2020. 1-16.
Repository Documents / Preprints1
- Pi, Y., Mendes, E., Tedeschi, L. O., Tao, J., Reddy, S., & Duffield, N. Technical Note: Using Computer Visions Pixel Segmentation to Detect Beef Cattle Feeding Behavior.
researcher on
Principal Investigator1
Co-Principal Investigator3
recent teaching activities
- ENGR689 Sptp: Ml For Cv Instructor
- ICPE639 Intro Machine Learning Engy Instructor
- ICPE642 Adv Machine Learning Engy Instructor
Email
piyalong@tamu.edu
First Name
Yalong
Last Name
Pi
