DocumentCode
725331
Title
PTZ Camera Scheduling for Selected Area Coverage in Visual Sensor Networks
Author
Ling Guo ; Yuqing Zhu ; Deying Li ; Donghyun Kim
Author_Institution
Dept. of Comput. Sci., California State Univ., Los Angeles, CA, USA
fYear
2015
fDate
June 29 2015-July 2 2015
Firstpage
379
Lastpage
388
Abstract
Visual sensor networks (VSNs) can track multiple pedestrians and capture high-quality videos of the monitored area. Therefore, VSNs is ideal for providing good broadcast service. In sports broadcasting, a basic requirement for broadcasters is to report the significant events as quickly as possible when they take place. To meet this requirement, we propose the Camera Scheduling for selected area coverage problem (CamS). Considering that Pan-Tilt-Zoom (PTZ) camera sensor has the flexibility of configuring its angle of view in both horizontal and vertical dimensions, we apply PTZ camera sensors to solve CamS. A polynomial time optimal algorithm that schedules PTZ camera sensors elegantly is devised for CamS. We set many realistic application scenarios in simulation and thoroughly study how our algorithm´s performance is affected by different environmental parameters, including angle velocity, the number of camera sensors and the number of sub-areas.
Keywords
cameras; scheduling; sensors; visual perception; PTZ camera scheduling; angle velocity; high-quality videos; multiple pedestrians; pan-tilt-zoom camera sensor; polynomial time optimal algorithm; selected area coverage; sports broadcasting; visual sensor networks; Bipartite graph; Cameras; Cams; Monitoring; Schedules; Sensors; Visualization; Maximum Weight Perfect Matching; PTZ camera; Selected Area Coverage; Visual sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Distributed Computing Systems (ICDCS), 2015 IEEE 35th International Conference on
Conference_Location
Columbus, OH
ISSN
1063-6927
Type
conf
DOI
10.1109/ICDCS.2015.46
Filename
7164924
Link To Document