AI for Vision Zero in Road Safety

Informazioni relative al progetto

IVORY

ID dell’accordo di sovvenzione: 101119590

DOI

10.3030/101119590

Data della firma CE 14 Luglio 2023

Data di avvio 1 Novembre 2023

Data di completamento 31 Ottobre 2027

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 3 334 846,80

Coordinato da

TECHNISCHE UNIVERSITEIT DELFT
Netherlands

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Websites, patent fillings, videos etc. (1)

IVORY project website

Pubblicazioni

Conference proceedings (7)

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

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

Classifying Vehicle Cornering Behavior using Mobile Sensor Data

Autori: Aristotelis Tsoutsanis, George Yannis
Pubblicato in: 13th Symposium of the European Association for Research in Transportation (hEART2025), 2025
Editore: 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

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

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

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

Aggregating Telematics Data for Road Safety Analysis.

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

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

Autori: Paradiso, S., Nikolaou, D., Ziakopoulos, A., Aivaliotis, A., & Yannis, G.
Pubblicato in: International Symposium Navigating the Future of Traffic Management, 2025
Editore: International Symposium Navigating the Future of Traffic Management
DOI: 10.5281/ZENODO.17664177

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

Autori: Paradiso, S., Ziakopoulos, A., & Yannis, G.
Pubblicato in: 20th International Conference Road Safety on Five Continents (RS5C)., 2025
Editore: 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

Autori: Shahid, Muhammad; Gregurić, Martin; Hassani, Amirhossein; Ševrović, Marko
Pubblicato in: Applied Sciences, Numero 15(13), 2025, ISSN 2076-3417
Editore: 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

Autori: Shi Qiu, Tom Brijs, André Lourenço, Wim Ectors, Muhammad Adnan, Carlos Carreiras, Pedro Mendes Jorge
Pubblicato in: Transportation Research Procedia, Numero 91, 2025, ISSN 2352-1465
Editore: Elsevier BV
DOI: 10.1016/J.TRPRO.2025.10.058