AI for Vision Zero in Road Safety

Project Information

IVORY

Grant agreement ID: 101119590

DOI

10.3030/101119590

EC signature date 14 July 2023

Start date 1 November 2023

End date 31 October 2027

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 3 334 846,80

Coordinated by

TECHNISCHE UNIVERSITEIT DELFT
Netherlands

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Websites, patent fillings, videos etc. (1)

IVORY project website

Publications

Conference proceedings (7)

Road segmentation made simple: a practical comparison of segmentation models and post-processing techniques

Author(s): Júlia Alves Porto, Apostolos Ziakopoulos,George Yannis
Published in: 12th International Congress on Transportation Research (ICTR), Thessaloniki, Greece, 16-18 October 2025, 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.17648597

Classifying Vehicle Cornering Behavior using Mobile Sensor Data

Author(s): Aristotelis Tsoutsanis, George Yannis
Published in: 13th Symposium of the European Association for Research in Transportation (hEART2025), 2025
Publisher: 13th Symposium of the European Association for Research in Transportation
DOI: 10.5281/ZENODO.17663810

Identifying Dangerous Street Segments and Traffic Behavior in Athens using Telematics, Crash and Traffic data

Author(s): Tsoutsanis, A., Peithis, S., Ziakopoulos, A., & Yannis, G
Published in: 12th INTERNATIONAL CONGRESS ON TRANSPORTATION RESEARCH (ICTR), 2025
Publisher: 2th INTERNATIONAL CONGRESS ON TRANSPORTATION RESEARCH
DOI: 10.5281/ZENODO.17664036

The use of Graph Neural Networks for Clustering in Road Safety Analysis

Author(s): Paradiso, S., Ziakopoulos, A., & Yannis, G.
Published in: 13th Symposium of the European Association for Research in Transportation (hEART), 2025
Publisher: 13th Symposium of the European Association for Research in Transportation (hEART)
DOI: 10.5281/ZENODO.17664140

Aggregating Telematics Data for Road Safety Analysis.

Published in: 12th International Congress on Transportation Research (ICTR), 2025
Publisher: 12th International Congress on Transportation Research (ICTR)
DOI: 10.5281/ZENODO.17664236

Combining diverse data sources for intersection crash analyses based on incomplete records

Author(s): Paradiso, S., Nikolaou, D., Ziakopoulos, A., Aivaliotis, A., & Yannis, G.
Published in: International Symposium Navigating the Future of Traffic Management, 2025
Publisher: International Symposium Navigating the Future of Traffic Management
DOI: 10.5281/ZENODO.17664177

Hierarchical Clustering on Graph Embeddings: A Scalable Approach to Risky Intersections

Author(s): Paradiso, S., Ziakopoulos, A., & Yannis, G.
Published in: 20th International Conference Road Safety on Five Continents (RS5C)., 2025
Publisher: 20th International Conference Road Safety on Five Continents (RS5C).
DOI: 10.5281/ZENODO.17664205

Peer reviewed articles (2)

Optimizing Car Collision Detection Using Large Dashcam-Based Datasets: A Comparative Study of Pre-Trained Models and Hyperparameter Configurations

Author(s): Shahid, Muhammad; Gregurić, Martin; Hassani, Amirhossein; Ševrović, Marko
Published in: Applied Sciences, Issue 15(13), 2025, ISSN 2076-3417
Publisher: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/APP15137001

Lane Change Detection of Surrounding Vehicles in Dashcam Videos: A Synthesis of Methods and Challenges for Future Research

Author(s): Shi Qiu, Tom Brijs, André Lourenço, Wim Ectors, Muhammad Adnan, Carlos Carreiras, Pedro Mendes Jorge
Published in: Transportation Research Procedia, Issue 91, 2025, ISSN 2352-1465
Publisher: Elsevier BV
DOI: 10.1016/J.TRPRO.2025.10.058