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Authors: Toru Abe 1 ; Adrian Agusta 2 ; Yuto Mitsuhashi 1 and Takuo Suganuma 1

Affiliations: 1 Tohoku University, Japan ; 2 Yamaha Motor Co. and Ltd., Japan

Keyword(s): Camera Network, People Detection System, QoS Control.

Related Ontology Subjects/Areas/Topics: Applications and Services ; Camera Networks and Vision ; Computer Vision, Visualization and Computer Graphics ; Motion, Tracking and Stereo Vision ; Video Surveillance and Event Detection

Abstract: Various people detection systems based on camera networks have been developed, and their services (output of users’ locations) are utilized in a variety of applications. Usually, each application requires a people detection system to keep its quality-of-service (QoS) at a certain level. However, required system QoS levels vary widely among different applications, and the QoS requirements of each application range over various QoS factors, such as the coverage area, resolution, and frequency of users’ locations. Moreover, the tradeoff between QoS factors arises from limitations on the system resources, which fluctuate due to changes in circumstances. Consequently, it is difficult for such systems to stably fulfill the diverse QoS requirements of individual applications. To deal with these difficulties, we propose a QoS control method for camera network based people detection systems. Taking into account the trade-off between several QoS factors under limited and varied system resource s, our method dynamically adjusts system parameters and controls system QoS to provide each application with users’ locations at a required QoS level. Experimental results indicate that our method well maintain system QoS for the changes in application requirements and system resources. (More)

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Paper citation in several formats:
Abe, T.; Agusta, A.; Mitsuhashi, Y. and Suganuma, T. (2014). A QoS Control Method for Camera Network based People Detection Systems. In Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2014) - Volume 3: VISAPP; ISBN 978-989-758-009-3; ISSN 2184-4321, SciTePress, pages 242-248. DOI: 10.5220/0004845202420248

@conference{visapp14,
author={Toru Abe. and Adrian Agusta. and Yuto Mitsuhashi. and Takuo Suganuma.},
title={A QoS Control Method for Camera Network based People Detection Systems},
booktitle={Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2014) - Volume 3: VISAPP},
year={2014},
pages={242-248},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004845202420248},
isbn={978-989-758-009-3},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2014) - Volume 3: VISAPP
TI - A QoS Control Method for Camera Network based People Detection Systems
SN - 978-989-758-009-3
IS - 2184-4321
AU - Abe, T.
AU - Agusta, A.
AU - Mitsuhashi, Y.
AU - Suganuma, T.
PY - 2014
SP - 242
EP - 248
DO - 10.5220/0004845202420248
PB - SciTePress