DocumentCode :
2918337
Title :
Body sway measurement for fall risk assessment using inexpensive webcams
Author :
Wang, Fang ; Skubic, Marjorie ; Abbott, Carmen ; Keller, James M.
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Missouri, Columbia, MO, USA
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
2225
Lastpage :
2229
Abstract :
In this paper, we present a method for extracting body sway parameters from a three-dimensional voxel reconstruction, which is built using silhouettes captured from two calibrated web camera views. The results were validated with a Vicon motion capture system. Experiments were conducted in which subjects stand and sway in the anterior-posterior direction and then in the lateral directions with two different frequencies. In addition, experiments were also conducted where subjects walked in a straight path at different speeds. Through the experiment, the Vicon cameras recorded the motion of reflective markers attached to subjects, and our two calibrated cameras captured the images. Good agreement was found with our system compared to the Vicon results, given the limitation of voxel space resolution and frame rate. The development of this technology provides potential capability of measuring body sway in daily living environment for elderly people, and can be used as part of a balance, stability and fall risk assessment tool.
Keywords :
biomechanics; biomedical optical imaging; cameras; image motion analysis; image reconstruction; mechanoception; medical image processing; Vicon motion capture system; balance; body sway measurement; daily living environment; elderly people; fall risk assessment; reflective marker motion; stability; three-dimensional voxel reconstruction; voxel space resolution; web camera; Aging; Cameras; Humans; Image reconstruction; Legged locomotion; Senior citizens; Trajectory; Accidental Falls; Algorithms; Computer Graphics; Equipment Design; Humans; Image Processing, Computer-Assisted; Imaging, Three-Dimensional; Monitoring, Physiologic; Movement; Postural Balance; Posture; Risk Assessment; Walking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5626100
Filename :
5626100
Link To Document :
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