• DocumentCode
    2028925
  • Title

    Application of infrared thermal imaging in rehabilitation engineering: preliminary results

  • Author

    Memarian, Negar ; Chau, Tom ; Venetsanopoulos, Anastasios N.

  • Author_Institution
    Inst. of Biomater. & Biomed. Eng., Univ. of Toronto, Toronto, ON, Canada
  • fYear
    2009
  • fDate
    26-27 Sept. 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    People with severe motor impairments often require an alternative access solution to communicate. We introduce a novel, non-invasive access solution based on infrared thermal imaging. Thermographic videos of ten participants (two with severe disabilities) were recorded with an infrared thermal camera during repeatedly cued mouth opening and closing. An algorithm based on adaptive intensity thresholding, motion tracking and morphological analysis detected mouth opening with high sensitivity and specificity (average sensitivity: 88.5%, average specificity: 99.4%). Our findings suggest that further research on the infrared thermographic access solution is warranted. Infrared thermography can be used as a non-contact and non-invasive access pathway for individuals who retain voluntary mouth opening and closing. Flexible camera location, convenience of use and robustness to ambient lighting levels, changes in background scene and extraneous body movements make this a potential new access modality that can be used night or day in unconstrained environments.
  • Keywords
    infrared detectors; infrared imaging; patient treatment; adaptive intensity thresholding; flexible camera location; infrared thermal camera; infrared thermal imaging; infrared thermography; morphological analysis; motion tracking; motor impairments; noninvasive access solution; rehabilitation engineering; repeatedly cued mouth closing; repeatedly cued mouth opening; severe disabilities; thermographic videos; unconstrained environments; Algorithm design and analysis; Cameras; Infrared imaging; Motion analysis; Motion detection; Mouth; Optical imaging; Thermal engineering; Tracking; Videos; access solution; computer vision; physical disability; rehabilitation engineering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Science and Technology for Humanity (TIC-STH), 2009 IEEE Toronto International Conference
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-3877-8
  • Electronic_ISBN
    978-1-4244-3878-5
  • Type

    conf

  • DOI
    10.1109/TIC-STH.2009.5444505
  • Filename
    5444505