Traffic monitoring and modeling for Intersection Safety

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    11 Citations (Scopus)

    Abstract

    The INTERSAFE-2 project aims to develop and demonstrate a Cooperative Intersection Safety System that is able to significantly reduce injury and fatal accidents at intersections. The cooperative sensor data fusion is based on state-of-the-art and advanced on-board sensors for object recognition and relative localisation, a standard navigation map and information from other road users, infrastructure sensors and traffic lights. We created a traffic safety model for the INTERSAFE-2 system. The system incorporates a high level fusion module and local dynamic maps database that store static intersection topology. Furthermore, risk assessment from the infrastructure side has been performed in order to detect potentially dangerous situations, and to determine when the system should give a warning in order to prevent a possible collision. To evaluate the safety algorithm, video sequences of two intersections in Helsinki are used, which were processed with a generic tool for image processing and traffic monitoring.

    Original languageEnglish
    Title of host publicationProceedings - 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10
    PublisherIEEE Institute of Electrical and Electronic Engineers
    Pages401-408
    Number of pages8
    ISBN (Print)978-1-4244-8228-3
    DOIs
    Publication statusPublished - 20 Dec 2010
    MoE publication typeA4 Article in a conference publication
    Event2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10 - Cluj-Napoca, Romania
    Duration: 26 Aug 201028 Aug 2010

    Conference

    Conference2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10
    CountryRomania
    CityCluj-Napoca
    Period26/08/1028/08/10

    Fingerprint

    Monitoring
    Telecommunication traffic
    Sensor data fusion
    Sensors
    Object recognition
    Security systems
    Risk assessment
    Accidents
    Navigation
    Image processing
    Fusion reactions
    Topology

    Keywords

    • local dynamic maps
    • ITS
    • camera
    • machine vision
    • pedestrian
    • traffic safety

    Cite this

    Pyykönen, P., Molinier, M., & Klunder, G. A. (2010). Traffic monitoring and modeling for Intersection Safety. In Proceedings - 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10 (pp. 401-408). [5606407] IEEE Institute of Electrical and Electronic Engineers . https://doi.org/10.1109/ICCP.2010.5606407
    Pyykönen, P. ; Molinier, Matthieu ; Klunder, G. A. / Traffic monitoring and modeling for Intersection Safety. Proceedings - 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10. IEEE Institute of Electrical and Electronic Engineers , 2010. pp. 401-408
    @inproceedings{459f362538d9435e9763905d143b7517,
    title = "Traffic monitoring and modeling for Intersection Safety",
    abstract = "The INTERSAFE-2 project aims to develop and demonstrate a Cooperative Intersection Safety System that is able to significantly reduce injury and fatal accidents at intersections. The cooperative sensor data fusion is based on state-of-the-art and advanced on-board sensors for object recognition and relative localisation, a standard navigation map and information from other road users, infrastructure sensors and traffic lights. We created a traffic safety model for the INTERSAFE-2 system. The system incorporates a high level fusion module and local dynamic maps database that store static intersection topology. Furthermore, risk assessment from the infrastructure side has been performed in order to detect potentially dangerous situations, and to determine when the system should give a warning in order to prevent a possible collision. To evaluate the safety algorithm, video sequences of two intersections in Helsinki are used, which were processed with a generic tool for image processing and traffic monitoring.",
    keywords = "local dynamic maps, ITS, camera, machine vision, pedestrian, traffic safety",
    author = "P. Pyyk{\"o}nen and Matthieu Molinier and Klunder, {G. A.}",
    note = "CA2: TK806 CA2: TK802 CA2: TK302 CA: Cluster9 Project code: 23161",
    year = "2010",
    month = "12",
    day = "20",
    doi = "10.1109/ICCP.2010.5606407",
    language = "English",
    isbn = "978-1-4244-8228-3",
    pages = "401--408",
    booktitle = "Proceedings - 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10",
    publisher = "IEEE Institute of Electrical and Electronic Engineers",
    address = "United States",

    }

    Pyykönen, P, Molinier, M & Klunder, GA 2010, Traffic monitoring and modeling for Intersection Safety. in Proceedings - 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10., 5606407, IEEE Institute of Electrical and Electronic Engineers , pp. 401-408, 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10, Cluj-Napoca, Romania, 26/08/10. https://doi.org/10.1109/ICCP.2010.5606407

    Traffic monitoring and modeling for Intersection Safety. / Pyykönen, P.; Molinier, Matthieu; Klunder, G. A.

    Proceedings - 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10. IEEE Institute of Electrical and Electronic Engineers , 2010. p. 401-408 5606407.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    TY - GEN

    T1 - Traffic monitoring and modeling for Intersection Safety

    AU - Pyykönen, P.

    AU - Molinier, Matthieu

    AU - Klunder, G. A.

    N1 - CA2: TK806 CA2: TK802 CA2: TK302 CA: Cluster9 Project code: 23161

    PY - 2010/12/20

    Y1 - 2010/12/20

    N2 - The INTERSAFE-2 project aims to develop and demonstrate a Cooperative Intersection Safety System that is able to significantly reduce injury and fatal accidents at intersections. The cooperative sensor data fusion is based on state-of-the-art and advanced on-board sensors for object recognition and relative localisation, a standard navigation map and information from other road users, infrastructure sensors and traffic lights. We created a traffic safety model for the INTERSAFE-2 system. The system incorporates a high level fusion module and local dynamic maps database that store static intersection topology. Furthermore, risk assessment from the infrastructure side has been performed in order to detect potentially dangerous situations, and to determine when the system should give a warning in order to prevent a possible collision. To evaluate the safety algorithm, video sequences of two intersections in Helsinki are used, which were processed with a generic tool for image processing and traffic monitoring.

    AB - The INTERSAFE-2 project aims to develop and demonstrate a Cooperative Intersection Safety System that is able to significantly reduce injury and fatal accidents at intersections. The cooperative sensor data fusion is based on state-of-the-art and advanced on-board sensors for object recognition and relative localisation, a standard navigation map and information from other road users, infrastructure sensors and traffic lights. We created a traffic safety model for the INTERSAFE-2 system. The system incorporates a high level fusion module and local dynamic maps database that store static intersection topology. Furthermore, risk assessment from the infrastructure side has been performed in order to detect potentially dangerous situations, and to determine when the system should give a warning in order to prevent a possible collision. To evaluate the safety algorithm, video sequences of two intersections in Helsinki are used, which were processed with a generic tool for image processing and traffic monitoring.

    KW - local dynamic maps

    KW - ITS

    KW - camera

    KW - machine vision

    KW - pedestrian

    KW - traffic safety

    UR - http://www.scopus.com/inward/record.url?scp=78650082311&partnerID=8YFLogxK

    U2 - 10.1109/ICCP.2010.5606407

    DO - 10.1109/ICCP.2010.5606407

    M3 - Conference article in proceedings

    AN - SCOPUS:78650082311

    SN - 978-1-4244-8228-3

    SP - 401

    EP - 408

    BT - Proceedings - 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10

    PB - IEEE Institute of Electrical and Electronic Engineers

    ER -

    Pyykönen P, Molinier M, Klunder GA. Traffic monitoring and modeling for Intersection Safety. In Proceedings - 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, ICCP10. IEEE Institute of Electrical and Electronic Engineers . 2010. p. 401-408. 5606407 https://doi.org/10.1109/ICCP.2010.5606407