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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Abe, Toru Agusta, Adrian Mitsuhashi, Yuto Suganuma, Takuo |
| Copyright Year | 2014 |
| Description | Author affiliation: Graduate School of Information Sciences, Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai, 980-8577 Japan (Mitsuhashi, Yuto) || Electronics System Development Division, Yamaha Motor Co., Ltd., 2500 Shingai, Iwata, Shizuoka, 438-8501 Japan (Agusta, Adrian) || Cyberscience Center, Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai, 980-8577 Japan (Abe, Toru; Suganuma, Takuo) |
| 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 trade-off 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 resources, 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. |
| Starting Page | 242 |
| Ending Page | 248 |
| File Size | 816714 |
| Page Count | 7 |
| File Format | |
| ISBN | 9789897581335 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-01-05 |
| Publisher Place | Portugal |
| Access Restriction | Subscribed |
| Rights Holder | SCITEPRESS |
| Subject Keyword | Image resolution Camera Network People Detection System Quality of service QoS Control Cameras Control systems Servers Frequency control Videos |
| Content Type | Text |
| Resource Type | Article |
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