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Robust Vehicle Counting with Severe Shadows and Occlusions

Valiere, Paul and Khoudour, Louahdi and Crouzil, Alain and Truong Cong, Dung Nghi Robust Vehicle Counting with Severe Shadows and Occlusions. (2016) In: 5th IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA 2015), 10 November 2015 - 13 November 2015 (Orléans, France).

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Official URL: http://dx.doi.org/10.1109/IPTA.2015.7367105

Abstract

We present a robust real-time vision-based system for vehicle tracking and categorization, developed for traffic flow surveillance. We propose a robust segmentation algorithm that detects foreground pixels corresponding to moving vehicles. Experimental results based on four large datasets show that our method can count and classify vehicles with a high level of performance (more than 98%).

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in Proceedings of IPTA 2015. ISBN : 978-1-4799-8637-8 The original PDF of the article can be found at: http://ieeexplore.ieee.org/document/7367105/ Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-01592042
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Centre d'études et d'expertise sur les risques, l'environnement, la mobilité et l'aménagement - CEREMA (FRANCE)
Other partners > Consort NT (FRANCE)
Other partners > Ho Chi Minh City University of Technology - HCMUT (VIETNAM)
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Deposited By: IRIT IRIT
Deposited On:12 Sep 2017 06:58

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