Edge-centric Video Surveillance System Based on Event-driven Rate Adaptation for 24-hour Monitoring

Airi Sakaushi, Kenji Kanai, Jiro Katto, Toshitaka Tsuda

研究成果: Conference contribution

1 引用 (Scopus)

抜粋

In this paper, to sustain a high-quality 24-hour video surveillance (i.e., high reliability) and reduce redundant video traffic volume (i.e., network friendliness), we propose an edge-centric video surveillance system that provides flexible adaptive control of the image enhancement process and video quality based on an event-driven adaptation. In the proposed system, the video bitrate is adaptively controlled according to the contrast of captured videos and conditions in a monitored area (e.g., 'normal', 'caution', and 'alert'). To confirm the system performance, we evaluate objective image quality, accuracy of human detection and video traffic volume generated by the proposed system. Evaluations conclude that the system can reduce the video traffic while sustaining high-quality visibility.

元の言語English
ホスト出版物のタイトル2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
出版者Institute of Electrical and Electronics Engineers Inc.
ページ651-656
ページ数6
ISBN(電子版)9781538632277
DOI
出版物ステータスPublished - 2018 10 2
イベント2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018 - Athens, Greece
継続期間: 2018 3 192018 3 23

Other

Other2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Greece
Athens
期間18/3/1918/3/23

    フィンガープリント

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Computer Vision and Pattern Recognition

これを引用

Sakaushi, A., Kanai, K., Katto, J., & Tsuda, T. (2018). Edge-centric Video Surveillance System Based on Event-driven Rate Adaptation for 24-hour Monitoring. : 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018 (pp. 651-656). [8480272] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PERCOMW.2018.8480272