A gait analysis method based on a depth camera for fall prevention

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

Volumn , Issue , 2014, Pages 4515-4518

  Dubois, Amandine ^a,b,c   Charpillet, Francois ^a,b,c  

^a INRIA   (France)

^b UNIVERSITÉ DE LORRAINE   (France)

^c LORIA   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; RISK ASSESSMENT;

ANALYSIS METHOD; CENTER OF MASS; DEPTH CAMERA; ELDERLY PEOPLE; FALL PREVENTION; GAIT PARAMETERS; HUMAN MOVEMENTS; MICROSOFT KINECT;

ACCIDENT PREVENTION;

ACTIMETRY; ADULT; ALGORITHM; DEPTH PERCEPTION; DEVICES; FALLING; FEMALE; GAIT; HUMAN; MALE; MIDDLE AGED; PHOTOGRAPHY; PHYSIOLOGY; PREVENTION AND CONTROL; YOUNG ADULT;

ACCIDENTAL FALLS; ACTIGRAPHY; ADULT; ALGORITHMS; DEPTH PERCEPTION; FEMALE; GAIT; HUMANS; MALE; MIDDLE AGED; PHOTOGRAPHY; YOUNG ADULT;

EID: 84929484874     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2014.6944627     Document Type: Conference Paper

References (9)

1. B. Auvinet, G. Berrut, C. Touzard, N. Collet, D. Chaleil, and E. Barrey. Gait Abnormalities in Elderly Fallers. Journal of Aging and Physical Activity, pages 40-52, 2003.
2. E. Auvinet, F. Multon, and J. Meunier. Gait analysis with multiple depth cameras. Conference proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jan. 2011.
3. H. Bourdessol and S. Pin. Prévention des chutes chez les personnes âgées à domicile. Inpes, France, 2005.
4. A. Dubois and F. Charpillet. Human Activities Recognition with RGB-Depth Camera using HMM. Engineering in Medicine and Biology Society (EMBC), 35th Annual International Conference of the IEEE, 2013.
5. S. Hagler, D. Austin, T. L. Hayes, J. Kaye, and M. Pavel. Unobtrusive and Ubiquitous In-Home Monitoring: A Methodology for Continuous Assessment of Gait Velocity in Elders. IEEE transactions on biomedical engineering, 57 (4):813-20, Apr. 2010.
6. J. M. Hausdorff, D. A. Rios, and H. K. Edelberg. Gait Variability and Fall Risk in Community-Living Older Adults: A 1-Year Prospective Study. Archives of physical medicine and rehabilitation, 82 (8):1050-6, Aug. 2001.
7. L. R. Rabiner. A tutorial on hidden Markov models and selected applications in speech recognition. In Proceedings of the IEEE, pages 257-286, 1989.
8. J. B. D. M. Saunders, V. T. Inman, and H. D. Eberhart. The major determinants in normal and pathological gait. The Journal of Bone and Joint Surgery, pages 543-558, July 1953.
9. E. E. Stone and M. Skubic. Evaluation of an Inexpensive Depth Camera for Passive In-Home Fall Risk Assessment. 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops, pages 71-77, 2011.