DocumentCode :
2415223
Title :
Gait analysis and validation using voxel data
Author :
Wang, Fang ; Stone, Erik ; Dai, Wenqing ; Skubic, Marjorie ; Keller, James
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Missouri, Columbia, MO, USA
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
6127
Lastpage :
6130
Abstract :
In this paper, we present a method for extracting gait parameters including walking speed, step time and step length from a three-dimensional voxel reconstruction, which is built from two calibrated camera views. These parameters are validated with a GAITRite Electronic mat and a Vicon motion capture system. Experiments were conducted in which subjects walked across the GAITRite mat at various speeds while the Vicon cameras recorded the motion of reflective markers attached to subjects´ shoes, and our two calibrated cameras captured the images. Excellent agreements were found for walking speed. Step time and step length were also found to have good agreement given the limitation of frame rate and voxel resolution.
Keywords :
gait analysis; image motion analysis; image reconstruction; medical image processing; GAITRite Electronic mat; Vicon motion capture system; gait analysis; gait parameter extraction; step length; step time; three-dimensional voxel reconstruction; voxel data; walking speed; Algorithms; Gait; Humans; Image Interpretation, Computer-Assisted; Physical Examination; Physical Exertion; Reproducibility of Results; Sensitivity and Specificity; Video Recording; Walking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5334706
Filename :
5334706
Link To Document :
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