• DocumentCode
    2253993
  • Title

    Body movement in children with ADHD calculated using video images

  • Author

    Okada, Shima ; Shiozawa, Naruhiro ; Makikawa, Masaaki

  • Author_Institution
    Dept. of Sci. & Eng., Ritsumeikan Univ., Kusatsu, Japan
  • fYear
    2012
  • fDate
    5-7 Jan. 2012
  • Firstpage
    60
  • Lastpage
    61
  • Abstract
    In recent years, it has been observed that abnormal behavior in children, such as ADHD, is related to sleep disorders. Thus, it is important to monitor their sleep. A polysomnogram (PSG) is generally used for evaluating sleep patterns. However, PSG requires significant investment in terms of facilities personnel and several electrical contacts are attached to patients, and therefore, paediatric patients feel heavily constrained. To solve these problems, a method for evaluating sleep patterns in a non-restrictive and non-contact manner is desirable. In this study, we particularly focused on the body movements during sleep because body movements are most directly related to the sleep-wake cycle. We proposed a system for measuring body movements during sleep using difference image processing. In order to verify the validity of the proposed system, body movement data calculated by difference image processing were compared with the sleep stages measured by PSG and we used video monitoring to characterize the differences in body movement during sleep in normal children and those with ADHD.
  • Keywords
    image motion analysis; medical disorders; paediatrics; patient monitoring; sleep; video signal processing; ADHD; PSG; body movement measurement; electrical contacts; facilities personnel; image processing; normal children; paediatric patients; polysomnogram; sleep disorders; sleep monitoring; sleep pattern evaluation; sleep-wake cycle; video images; video monitoring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4577-2176-2
  • Electronic_ISBN
    978-1-4577-2175-5
  • Type

    conf

  • DOI
    10.1109/BHI.2012.6211505
  • Filename
    6211505