Vision Language Models
Human-Centered Autonomous Driving
Traditional environment modeling techniques often neglect the intricate role of human behavior, perception, and interaction within driving scenarios. This workshop will bring together researchers, engineers, and practitioners to explore innovative approaches that incorporate human elements into autonomous systems.
We focus on areas such as behavior and decision-making models for humans, technologies involving human participation, methods for vision language modelling, interpretable multi-sensor fusion, as well as simulation and testing environments. This workshop aims to overcome existing hurdles, point out potential prospects and boost the creation of autonomous driving systems that are human-centric, by comprehending and reacting appropriately to motorists and passengers, through the promotion of collaboration and exchange of knowledge.
Enrico Del Re
Research Assistant
Department Intelligent Transport Systems
Univ.-Prof. Dr. Cristina Olaverri Monreal
Johannes Kepler
Universität Linz
Automated Vehicle Driver Monitoring Dataset from Real-World Scenarios
Integrating Naturalistic Insights in Objective Multi-Vehicle Safety Framework
YunLi
Doctor course student, the University of Tokyo
Large Language Models for Human-like Autonomous Driving Decision Making: A Survey
Dr. Naren Bao
Assistant Professor, the University of Tokyo
Personalized Causal Factor Generalization for Subjective Risky Scene Understanding with Vision Transformer
Dr. Stephany Berrio Perez
Research Associate at the Australian Centre for Field Robotics
Self-Training Systems for Protecting Wildlife
Prof. Alexander Carballo
Professor, Gifu University
Recent activities related to driving behavior and LLMs
Prof. Cristina Olaverri-Monreal
Prof. Cristina Olaverri-Monreal is full professor and holder of the Chair for Sustainable Transport Logistics 4.0 at the Johannes Kepler University Linz. She is also president-elect of the IEEE Intelligent Transportation Systems Society (ITSS). Cristina does research in Software Engineering, Human-Machine Interaction, Automotive Human Factors, Traffic Simulation and Intelligent Transportation Systems.
Prof. Alexander Carballo
Prof. Alexander Carballo he became a Designated Assistant Professor with Nagoya University. He was honoured with the Best Paper Award at JRM 2019. Between the years 2011 and 2017, he contributed towards Research and Development at Hokuyo Automatic Co., Ltd. His primary areas of interest in research include LiDAR sensors, robotic perception, and autonomous driving.
Dr. Ehsan Javanmardii
Dr. Ehsan Javanmardi has been a Post-Doctoral Researcher with the Institute of Industrial Science, The University of Tokyo since 2018. He is a project assistant professor at the Graduate School of Information Science and Technology, the University of Tokyo, Japan
Naren Bao
Dr. Naren Bao joined Tsukada Lab at The University of Tokyo to work on computer vision for robotics. She is also the Founder and CEO of AquaAge Inc., which provides image and data analysis solutions.
© ITSC Workshop. 2024