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Authors: Lionel Robinault 1 ; Serge Miguet 1 and Stéphane Bres 2

Affiliations: 1 Lyon2 University, France ; 2 INSA Lyon, France

ISBN: 978-989-8111-69-2

Keyword(s): PTZ camera, Background/foreground detection, Gaussian mixture, Image registration.

Related Ontology Subjects/Areas/Topics: Applications ; Computer Vision, Visualization and Computer Graphics ; Human-Computer Interaction ; Image and Video Analysis ; Image Registration ; Methodologies and Methods ; Motion and Tracking ; Motion, Tracking and Stereo Vision ; Pattern Recognition ; Physiological Computing Systems ; Real-Time Vision ; Tracking of People and Surveillance

Abstract: An important research is done to exploit the characteristics of PTZ cameras. These cameras allow motorized cover a wide field of view. A classic application of these cameras is to image mosaicing. But they can also be used to track moving objects. In this paper, we present an original approach for performing the registration, adapted to the case of central projection and a background subtraction algorithms for these cameras. The background image is iteratively updated and only on the part "seen" by the camera. We have experimented different segmentation algorithms using our background modeling technique and this approach makes it possible object tracking in real time for PTZ cameras.

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Paper citation in several formats:
Robinault L.; Miguet S.; Bres S. and (2009). REAL TIME FOREGROUND OBJECT DETECTION USING PTZ CAMERA.In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2009) ISBN 978-989-8111-69-2, pages 609-614. DOI: 10.5220/0001796806090614

@conference{visapp09,
author={Lionel Robinault and Serge Miguet and Stéphane Bres},
title={REAL TIME FOREGROUND OBJECT DETECTION USING PTZ CAMERA},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2009)},
year={2009},
pages={609-614},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001796806090614},
isbn={978-989-8111-69-2},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2009)
TI - REAL TIME FOREGROUND OBJECT DETECTION USING PTZ CAMERA
SN - 978-989-8111-69-2
AU - Robinault, L.
AU - Miguet, S.
AU - Bres, S.
PY - 2009
SP - 609
EP - 614
DO - 10.5220/0001796806090614

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