Making Sense of ANPR Data via Intelligent Spatio-temporal Disaggregation of Traffic Flows

Michiel Dhont, Michiel Dhont, Elena Tsiporkova, Nicolas Gonzalez-Deleito, Bruno Cornelis

Onderzoeksoutput: Conference paper

2 Citaten (Scopus)

Samenvatting

It becomes common practice to equip our cities and streets with a wide range of sensors (e.g., cameras, inductive loops and push buttons for pedestrians). Those sensors are paving the way for smart monitoring of traffic, which is nowadays already used to, for example, dynamically steer traffic flows by controlling traffic lights or track stolen vehicles. However, such data remains very complex to thoroughly inspect and interpret. In this paper we exploit an advanced spatio-temporal disaggregation technique to extract insights from ANPR data. More specifically, we visualise and analyse spatial and temporal insights from vehicle detections along street segments in a dense network of ANPR cameras in the police district of Voorkempen, Belgium. The proposed analysis tools can be integrated in an intelligent transportation system (ITS) to support traffic monitoring by the appropriate authorities.
Originele taal-2English
Titel2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022
Plaats van productieMacau, China
UitgeverijIEEE Xplore
Pagina's1433-1439
Aantal pagina's7
ISBN van elektronische versie978-1-6654-6880-0
ISBN van geprinte versie978-1-6654-6881-7
DOI's
StatusPublished - 8 okt 2022
EvenementIEEE 25th international conference on intelligent transportation Systems - Macao, China
Duur: 8 okt 202212 okt 2022

Publicatie series

Naam2022 IEEE 25TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)
ISSN van geprinte versie2153-0009

Conference

ConferenceIEEE 25th international conference on intelligent transportation Systems
Verkorte titelITSC
Land/RegioChina
StadMacao
Periode8/10/2212/10/22

Bibliografische nota

Funding Information:
This research was subsidised through the project MISTic by the Brussels-Capital Region – Innoviris and received funding from the Flemish Government (AI Research Program).

Publisher Copyright:
© 2022 IEEE.

Copyright:
Copyright 2022 Elsevier B.V., All rights reserved.

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