A vision-based infant monitoring system using PT IP camera

Chiung Yao Fang, Chiao Shan Lo, Su Han Ho, Shih Hsien Chuang, Sei Wang Chen

研究成果: 書貢獻/報告類型會議論文篇章

3 引文 斯高帕斯(Scopus)

摘要

This study proposes a vision-based infant monitoring system. The input videos are obtained from one PT(Pan Tilt) IP(Internet Protocol) camera set on a high point in a room. The proposed system consists of three major stages: tracking object (infant) initialization, infant tracking, and PT IP camera control. First, a codebook background subtraction algorithm is applied to extract the infant on the input frames and to construct a tracking feature model initially. Once the infant has been extracted, the system then tracks the infant by using the tracking feature model. Since the infants are not rigid objects, the tracking feature model should be updated automatically when the infants change their postures or positions. Moreover, the system also predicts infant actions and controls the PT IP camera movement to avoid the infant crawling or walking out of the monitoring scope. Finally, a retracking mechanism is used to retrack the infant to avoid mistracking. These strategies help the monitoring system works well. We hope the proposed method can be embedded into some healthcare systems in the future.

原文英語
主出版物標題Proceedings - 2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016
發行者Institute of Electrical and Electronics Engineers Inc.
頁面279-282
頁數4
ISBN(電子)9781509030712
DOIs
出版狀態已發佈 - 2016 八月 16
事件2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016 - Xi'an, 中国
持續時間: 2016 七月 42016 七月 6

出版系列

名字Proceedings - 2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016

其他

其他2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016
國家/地區中国
城市Xi'an
期間2016/07/042016/07/06

ASJC Scopus subject areas

  • 訊號處理
  • 電腦網路與通信
  • 電腦科學應用
  • 能源工程與電力技術
  • 控制與系統工程
  • 控制和優化

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