AI for Vision Zero in Road Safety

Información del proyecto

IVORY

Identificador del acuerdo de subvención: 101119590

DOI

10.3030/101119590

Fecha de la firma de la CE 14 Julio 2023

Fecha de inicio 1 Noviembre 2023

Fecha de finalización 31 Octubre 2027

Financiado con arreglo a

• Marie Skłodowska-Curie Actions (MSCA)

Coste total

Sin datos

Aportación de la UE

€ 3 334 846,80

Coordinado por

TECHNISCHE UNIVERSITEIT DELFT
Netherlands

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Websites, patent fillings, videos etc. (1)

IVORY project website

Documents, reports (2)

Methodologies for the detection, analysis and management of road risk through AI (all DCs)
Methodologies for road user assistance and human-vehicle-environment interactions (all DCs)

Publicaciones

Conference proceedings (8)

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

Autores: Júlia Alves Porto, Apostolos Ziakopoulos,George Yannis
Publicado en: 12th International Congress on Transportation Research (ICTR), Thessaloniki, Greece, 16-18 October 2025, 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.17648597

Classifying Vehicle Cornering Behavior using Mobile Sensor Data

Autores: Aristotelis Tsoutsanis, George Yannis
Publicado en: 13th Symposium of the European Association for Research in Transportation (hEART2025), 2025
Editor: 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

Autores: Tsoutsanis, A., Peithis, S., Ziakopoulos, A., & Yannis, G
Publicado en: 12th INTERNATIONAL CONGRESS ON TRANSPORTATION RESEARCH (ICTR), 2025
Editor: 2th INTERNATIONAL CONGRESS ON TRANSPORTATION RESEARCH
DOI: 10.5281/ZENODO.17664036

EfficientNet-Swin Transformer for Automated iRAP Road Safety Attribute Extraction in Low-and Middle-Income Countries (ICTR)

Autores: Hassani, A., Shahid, M., Rozi, O., & Ševrović, M.
Publicado en: 12th International Congress on Transportation Research, 2025
Editor: 12th International Congress on Transportation Research (ICTR)
DOI: 10.5281/ZENODO.17663574

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

Autores: Paradiso, S., Ziakopoulos, A., & Yannis, G.
Publicado en: 13th Symposium of the European Association for Research in Transportation (hEART), 2025
Editor: 13th Symposium of the European Association for Research in Transportation (hEART)
DOI: 10.5281/ZENODO.17664140

Aggregating Telematics Data for Road Safety Analysis.

Autores: Simone Paradiso
Publicado en: 12th International Congress on Transportation Research (ICTR)
Editor: 12th International Congress on Transportation Research (ICTR)
DOI: 10.5281/ZENODO.17664236

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

Autores: Paradiso, S., Nikolaou, D., Ziakopoulos, A., Aivaliotis, A., & Yannis, G.
Publicado en: International Symposium Navigating the Future of Traffic Management, 2025
Editor: International Symposium Navigating the Future of Traffic Management
DOI: 10.5281/ZENODO.17664177

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

Autores: Paradiso, S., Ziakopoulos, A., & Yannis, G.
Publicado en: 20th International Conference Road Safety on Five Continents (RS5C)., 2025
Editor: 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

Autores: Shahid, Muhammad; Gregurić, Martin; Hassani, Amirhossein; Ševrović, Marko
Publicado en: Applied Sciences, Edición 15(13), 2025, ISSN 2076-3417
Editor: 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

Autores: Shi Qiu, Tom Brijs, André Lourenço, Wim Ectors, Muhammad Adnan, Carlos Carreiras, Pedro Mendes Jorge
Publicado en: Transportation Research Procedia, Edición 91, 2025, ISSN 2352-1465
Editor: Elsevier BV
DOI: 10.1016/J.TRPRO.2025.10.058