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
Link To Document