A visual context-awareness-based sleeping-respiration measurement system

Yung Ming Kuo, Jiann Shu Lee, Pau Choo Chung

研究成果: Article同行評審

26 引文 斯高帕斯(Scopus)

摘要

Due to the rapid growth of the elderly population, improving specific aspects of elderly healthcare has become more important. Sleeping care systems for the elderly are rare. In this paper, we propose a visual context-aware-based sleeping-respiration measurement system that measures the respiration information of elderly sleepers. Accurate respiration measurement requires considering all possible contexts for the sleeping person. The proposed system consists of a body-motion-context-detection subsystem, a respiration-context- detection subsystem, and a fast motion-vector-estimation-based respiration measurement subsystem. The system yielded accurate respiratory measurements for our study population.

原文English
文章編號5325889
頁(從 - 到)255-265
頁數11
期刊IEEE Transactions on Information Technology in Biomedicine
14
發行號2
DOIs
出版狀態Published - 2010 三月

All Science Journal Classification (ASJC) codes

  • 生物技術
  • 電腦科學應用
  • 電氣與電子工程

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