Body Sway Measurement for Fall Risk Assessment Using Inexpensive Webcams

被引:23
作者
Wang, Fang [1 ]
Skubic, Marjorie [1 ]
Abbott, Carmen [2 ]
Keller, James M. [1 ]
机构
[1] Univ Missouri, Dept Elect & Comp Engn, Columbia, MO 65211 USA
[2] Univ Missouri, Sch Hlth Profess Phys Therapy, Columbia, MO 65211 USA
来源
2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2010年
基金
美国国家科学基金会;
关键词
BALANCE; POPULATION; STABILITY;
D O I
10.1109/IEMBS.2010.5626100
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:2225 / 2229
页数:5
相关论文
共 20 条
  • [1] Video based analysis of standing balance in a community center
    Allin, Sonya J.
    Beach, Cheryl
    Mitz, Andrew
    Mihailidis, Alex
    [J]. 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 4531 - +
  • [2] ANDERSON D, 2009, INT FUZZY SYSTEMS AS
  • [3] Linguistic summarization of video for fall detection using voxel person and fuzzy logic
    Anderson, Derek
    Luke, Robert H.
    Keller, James M.
    Skubic, Marjorie
    Rantz, Marilyn
    Aud, Myra
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2009, 113 (01) : 80 - 89
  • [4] BERG K, 1989, Physiotherapy Canada, V41, P304
  • [5] BERG KO, 1992, ARCH PHYS MED REHAB, V73, P1073
  • [6] Bouguet JY, Camera calibration toolbox for matlab
  • [7] Chang HA, 1999, ARCH PHYS MED REHAB, V80, P490
  • [8] Demiris George, 2009, Technol Health Care, V17, P41, DOI 10.3233/THC-2009-0530
  • [9] POSTURAL SWAY DURING STANDING AND UNEXPECTED DISTURBANCE OF BALANCE IN RANDOM SAMPLES OF MEN OF DIFFERENT AGES
    ERA, P
    HEIKKINEN, E
    [J]. JOURNALS OF GERONTOLOGY, 1985, 40 (03): : 287 - 295
  • [10] A markerless sub-pixel motion estimation technique to reconstruct kinematics and estimate the centre of mass in posturography
    Goffredo, Michela
    Schmid, Maurizio
    Conforto, Silvia
    D'Alessio, Tommaso
    [J]. MEDICAL ENGINEERING & PHYSICS, 2006, 28 (07) : 719 - 726