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  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1355100 - The Power of AI on Roads
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Jake Halu, n/a – Blyncsy
    Presenter: Adam Freeman – Blyncsy
    Co-Author: Sofia Clark, N/A, n/a – Blyncsy
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1363822 - Construction Worker Personal Protective Equipment (PPE) Detection with Detectron2 and Faster R-CNN
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Lu Gao, n/a – University of Houston
    Presenter: Lu Gao, n/a – University of Houston
    Co-Author: Lingguang Song, n/a – University of Houston
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1364542 - Markovian Deep Learning for Short-term Traffic Flow Prediction
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Agnimitra Sengupta – Pennsylvania State University
    Presenter: Adway Das (he/him/his) – Pennsylvania State University
    Co-Author: S. Ilgin Guler – The Pennsylvania State University
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1365250 - Comprehensive Data Collection in Support of Advanced TAM Practices
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Jonathan Groeger – Transconomy, LLC
    Presenter: Jonathan Groeger – Transconomy, LLC
    Co-Author: Ammar Waqar, n/a – Transconomy, LLC
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1370451 - Advancements in Artificial Intelligence Application for Pavement Management
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Yang Xu, M.S.E. (she/her/hers) – The University of Texas at Austin
    Presenter: Yang Xu, M.S.E. (she/her/hers) – The University of Texas at Austin
    Co-Author: Zhanmin Zhang, Ph.D. – The University of Texas at Austin
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1370505 - Prediction of Traffic Mobility Based on Historical Data and Machine Learning Approaches
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Yong Deng, PhD – Washington State University
    Presenter: Yong Deng, PhD – Washington State University
    Co-Author: Chuang Chen, M.S. – Washington State University
    Co-Author: Xianming Shi, Ph.D., P.E. – Washington State University
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1371857 - A New Hampshire Comparative Study of Vehicle Classification Technology: AI based Inductive Loop Signature Detection System and AI based Video Detection System
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Salma Sultana – New Hampshire Department of Transportation (NHDOT)
    Presenter: Salma Sultana – New Hampshire Department of Transportation (NHDOT)
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1372798 - A hybrid deep learning paradigm for image-based vehicle classification
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Shihan Ma, PhD candidate – University of Georgia
    Presenter: Shihan Ma, PhD candidate – University of Georgia
    Presenter: Jidong J. Yang, PhD – University of Georgia
    Co-Author: Jidong J. Yang, PhD – University of Georgia
    Co-Author: Mi geum Chorzepa, n/a – University of Georgia
    Co-Author: S. Sonny Kim, n/a – University of Georgia
    Co-Author: Stephan A. Durham, Ph.D., P.E., F.ASCE – University of Georgia
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1372990 - Improving the Environmental Perception of Autonomous Vehicles using Deep Learning-based Audio Classification
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Finley Walden, N/A – University of Alabama
    Co-Author: Sagar Dasgupta – University of Alabama
    Co-Author: Mizanur Rahman, n/a – University of Alabama
    Co-Author: Mhafuzul Islam, n/a – University of Alabama
    Presenter: Muhammad Sami Irfan (he/him/his) – University of Alabama
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1373203 - Network-Wide Hybrid Traffic Signal Control for Connected and Autonomous Vehicles
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Wan Li, PhD (she/her/hers) – Oak Ridge National Laboratory
    Presenter: Wan Li, PhD (she/her/hers) – Oak Ridge National Laboratory
    Co-Author: Jinghui Yuan, n/a – Oak Ridge National Laboratory
    Co-Author: Chieh (Ross) Wang, PhD, A.M.ASCE (he/him/his) – Oak Ridge National Laboratory
    Co-Author: Tim LaClair, n/a – National Renewable Energy Laboratory
    Co-Author: Hyeonsup Lim, n/a – Oak Ridge National Laboratory
    Co-Author: hong Wang, n/a – Oak Ridge National Laboratory
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1373601 - Explainable Autonomous Driving System with End-to-end Attention Models
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Jiqian Dong, n/a – Purdue University
    Presenter: Jiqian Dong, n/a – Purdue University
    Co-Author: Sikai Chen – Department of Civil and Environmental Engineering, University of Wisconsin-Madison
    Co-Author: Yujie Li, li2804@purdue.edu – Purdue University
    Co-Author: Runjia Du, Student – Purdue University
    Co-Author: Samuel Labi, n/a – Purdue University
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1374077 - A Two-Stage Multi-task Learning Model for Proactive Non-recurrent Traffic Prediction
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Hao Wu, MS – Carnegie Mellon University
    Presenter: Hao Wu, MS – Carnegie Mellon University
    Co-Author: Weiran Yao, Mr. – Carnegie Mellon University
    Co-Author: Sean Z. Qian, Ph.D. – Carnegie Mellon University
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1374341 - 3D Structural Information Sensing System (3D-SISS) based on Single Monocular Surveillance Camera for Fully-automatic Traffic Scene Perception
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Chenxi Liu – University of Washington
    Presenter: Chenxi Liu – University of Washington
    Co-Author: Hao Yang, PhD Candidate – University of Washington
    Co-Author: MENG-JU Tsai, n/a – University of Washington
    Co-Author: Samuel S. Ricord – University of Washington
    Co-Author: Yinhai Wang – Univ. of Washington
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1374397 - The use of Supervised Machine Learning Models in Predicting Autonomous Vehicle Disengagement
    Primary Author: Tumlumbe Juliana Chengula (she/her/hers) – South Carolina State University
    Presenter: Tumlumbe Juliana Chengula (she/her/hers) – South Carolina State University
    Co-Author: Judith Mwakalonge, Academic Supervisor – South Carolina State University
    Co-Author: Saidi Siuhi, Professor – South Carolina State University
    Co-Author: Frank C. Ngeni, M.Sc., EIT (he/him/his) – Consor Engineers
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1374484 - Crowd Density Detection
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Julia Wang, n/a – The Bush School
    Co-Author: Chenxi Liu – University of Washington
    Presenter: Chenxi Liu – University of Washington
    Presenter: Yinhai Wang – Univ. of Washington
    Co-Author: Sophie Tien, n/a – Lakeside School
    Co-Author: Yinhai Wang – Univ. of Washington
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1374562 - A vision-based system for road crack detection using hybrid deep learning architecture.
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: M. G. Sarwar Murshed, MS in Computer Engineering – Clarkson University
    Presenter: Kibria K. Roman, PhD, PE – SUNY Canton
    Co-Author: Kibria K. Roman, PhD, PE – SUNY Canton
    Co-Author: S. M. S. Hossain, B.Sc. in Applied Physics – Clarkson University
    Co-Author: Aksel Seitllari, PhD – State University of New York in Canton
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1372343 - Development of Deep Learning Pavement Extraction and Crack Segmentation Algorithms to Analyze UAV Images of Roadways
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Byungkyu Moon, PhD – Applied Research Associates (ARA), University of Iowa
    Presenter: Byungkyu Moon, PhD – Applied Research Associates (ARA), University of Iowa
    Co-Author: Hosin Lee, Ph.D., PE – University of Iowa
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1373730 - Incorporating Vehicle Detection Algorithms via Edge Computing on a Campus Digital Twin Model
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Talha Azfar, MSc – The University of Texas at El Paso
    Presenter: Talha Azfar, MSc – The University of Texas at El Paso
    Co-Author: Chengyue Wang, n/a – Department of Civil Engineering, The University of Texas at El Paso
    Co-Author: Ruimin Ke, n/a – University of Texas at El Paso
    Co-Author: Adeeba Raheem, PhD – University of Texas at El Paso
    Co-Author: Jeffrey Weidner, Ph.D. – The University of Texas at El Paso
    Co-Author: Ruey L. Cheu, F.ASCE – The University of Texas at El Paso
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1373788 - Freeway Travel Time Prediction Based on Ensemble Learning Approaches
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Wei Fan, PhD, P.E. (he/him/his) – University of North Carolina at Charlotte
    Presenter: Wei Fan, PhD, P.E. (he/him/his) – University of North Carolina at Charlotte
    Co-Author: Zhen Chen, Ph.D., E.I.T. – Parsons Corporation
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    10:30 AM – 12:00 PM CST
    1377704 - Genetic Fuzzy Logic Approach for Managing Variable Speed Limit under Adverse Weathers in the Connected Vehicle Environment
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Heng Wei – The University of Cincinnati
    Presenter: Heng Wei – The University of Cincinnati
    Co-Author: Dong Nian, n/a – University of Cincinnati
    Co-Author: Yifan Xu, n/a – University of Cincinnati
    Co-Author: Wei Lin, n/a – University of Cincinnati
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    3:15 PM – 3:30 PM CST
    1374438 - Enhanced Management of Ride-hailing Systems in the Era of Autonomous Vehicles: A physics-informed Neural Networks Approach
    Room: 408
    Primary Author: Mohammadhosein Pourgholamali, n/a – Purdue University
    Presenter: Mohammadhosein Pourgholamali, n/a – Purdue University
    Co-Author: Jiaming Wang, n/a – Purdue University
    Co-Author: Samuel Labi, n/a – Purdue University
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    3:30 PM – 3:45 PM CST
    1374114 - Graph-Based Clustering and Kriging of Traffic Sensor Networks for Faulty Data Detection
    Room: 408
    Primary Author: Yongcan Huang – University of Georgia
    Presenter: Yongcan Huang – University of Georgia
    Co-Author: Jidong J. Yang, PhD – University of Georgia
    Presenter: Jidong J. Yang, PhD – University of Georgia
    Artificial Intelligence in Transportation
  • Thursday, Jun 15th
    3:45 PM – 4:00 PM CST
    1371607 - Predicting Future Trajectories of Heterogeneous Traffic Agents with Planning-Informed Multi-Graph Network
    Room: 408
    Primary Author: Zihao Sheng – Department of Civil and Environmental Engineering, University of Wisconsin-Madison
    Presenter: Zihao Sheng – Department of Civil and Environmental Engineering, University of Wisconsin-Madison
    Co-Author: Zilin Huang – Department of Civil and Environmental Engineering, University of Wisconsin-Madison
    Co-Author: Sikai Chen – Department of Civil and Environmental Engineering, University of Wisconsin-Madison
    Artificial Intelligence in Transportation
  • Friday, Jun 16th
    1:30 PM – 1:45 PM CST
    1374225 - Cooperative Traffic Signal Assistance System for Non-motorized Users and Disabilities Empowered by Computer Vision and Edge Artificial Intelligence
    Room: 408
    Primary Author: Hao Yang, PhD Candidate – University of Washington
    Presenter: Hao Yang, PhD Candidate – University of Washington
    Co-Author: Chenxi Liu – University of Washington
    Co-Author: Yifan Ling, n/a – University of Washington
    Co-Author: Cole Kopca, MUP (he/him/his) – University of Washington
    Co-Author: Samuel S. Ricord – University of Washington
    Co-Author: Yinhai Wang – Univ. of Washington
    Artificial Intelligence in Transportation
  • Friday, Jun 16th
    2:00 PM – 2:15 PM CST
    1373995 - Dynamic Visualization Platform for Travel-Related Data Integration to Support Sustainability-Based Decision-Making for Smart Cities
    Room: 408
    Primary Author: Yufei Xu – Georgia Institue of Technology
    Co-Author: Yufei Xu – Georgia Institue of Technology
    Presenter: Md Gulam Kibria – Georgia Institute of Technology
    Co-Author: Einat Tenenboim, n/a – Georgia Institute of Technology
    Co-Author: Viswa Sri Rupa Anne, n/a – Georgia Institute of Technology
    Co-Author: Chaojie Wang, n/a – Georgia Institute of Technology
    Co-Author: Zhiwei Chen, Ph.D. – Drexel University
    Co-Author: Srinivas Peeta, Ph.D. – Georgia Institute of Technology
    Artificial Intelligence in Transportation
  • Friday, Jun 16th
    2:15 PM – 2:30 PM CST
    1371937 - 3D Visualization Development of Urban Environments for Simulated Driving Training and VR Development in Transportation Systems
    Room: 408
    Primary Author: Morgan S. Raman, MArch, MESc (he/him/his) – Autodesk, Inc.
    Presenter: Morgan S. Raman, MArch, MESc (he/him/his) – Autodesk, Inc.
    Co-Author: Ming Tang, n/a – University of Cincinnati
    Artificial Intelligence in Transportation