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http://dx.doi.org/10.6109/jkiice.2017.21.11.2095

A Study on the Lower Body Muscle Strengthening System Using Kinect Sensor  

Lee, Won-hee (Department of Content Design, Seoul Women's University)
Kang, Bo-yun (Department of Content Design, Seoul Women's University)
Kim, Yoon-jung (Department of Content Design, Seoul Women's University)
Kim, Hyun-kyung (Department of Content Design, Seoul Women's University)
Park, Jung Kyu (Department of Digital Media, Seoul Women's University)
Park, Su E (Department of Digital Media, Seoul Women's University)
Abstract
In this paper, we implemented the elderly home training contents provide individual exercise prescription according to the user's athletic ability and provide personalized program to the elderly individual. Health promotion is essential for overcoming the low health longevity of senior citizens preparing for aging population. Therefore, the lower body strengthening exercise to prevent falls is crucial to prevent a fall in the number of deaths of senior citizens. In this game model, the elderly are aiming at home training contents that can be found to feel that the elderly are going out of walk and exercising in the natural environment. To achieve this, Kinect extracts a specific bone model provide by the Kinect Sensor to generate the feature vectors and recognizes the movements and motion of the user. The recognition test using the Kinect sensor showed a recognition rate of about 80 to 97%.
Keywords
Excersice for the elderly; Home Training; Kinect; Motion Recognition;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
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1 I. Park, "Role of Exercise on Fall Prevention for Health Management in the Elderly," Journal of the Korea Entertainment Industry Association, vol. 10, no. 6, pp. 343-350, Nov. 2016.
2 C. H. Park, E. Y. Kim, and D. G. Kim, "A Study on Effectiveness and Preference of Tangible Fitness Game," Journal of Korea Game Society, vol. 12, no. 1, pp. 67-78, Nov. 2011.   DOI
3 D. H. Kim, "Guideline of exercise prescription for the elderly," Korean Journal of Clinical Geriatrics, vol. 9, no. 1, pp. 16-23, Jun. 2008.
4 J. D. Kim, "The Revelation of Individual Difference and Effect of Autonomous Combined Exercise in Elderly People," The Korean Journal of Sports Science, vol. 18, no. 2, pp. 973-981, May 2009.
5 Roberta E. Rikli, C. Jessie. Jones, Senior Fitness Test Manual, 1st ed. Illinois, Champaign: 1607 N Market Street, 2013.
6 Microsoft. Kinect Hardware [Internet]. Available: http://developer.microsoft.com/ko-kr/windows/kinect/hardware.
7 N. Eric and J. Jang, "Study on object detection and distance measurement functions with Kinect for windows version 2," Journal of Korea Institute of Information and Communication Engineering, vol. 21, no. 6, pp. 1237-1242, Jun. 2017.   DOI
8 T. Ryu, Y. Oh, and S. Jeong, "Computational generation method of elemental images using a Kinect sensor in 3D depth-priority integral imaging," Journal of Korea Institute of Information and Communication Engineering, vol. 20, no. 1, pp. 167-174, Jan. 2016.   DOI
9 K. S. Kim, Y. J. Lee, and S. S. OH, "Development and Analysis of a Walking Game 'Paldokangsan3' Using Kinect," Journal of Korea Game Society, vol. 14, no. 1, pp. 49-58, Feb. 2014.   DOI
10 NAMCO. Taiko no Tatsujin [Internet]. Available: http://taiko.namco-ch.net/taikowii.
11 K. S. Park, "Development of Kinect-Based-Pose Recognition Model for Exercise Game," KIPS Transactions on Computer and Communication Systems, vol. 5, no. 10, pp. 303-310, Oct. 2016.   DOI
12 Petricia A.Brill, Functional fitness for order adults, 2nd ed. Seoul, Daehan media, 2006.
13 Microsoft. Body tracking [Internet]. Available: http://msdn.microsoft.com/ko-kr/library/dn799273.aspx.
14 Z. Liu, M. Yang, J. Long, and D. Xu, "Speed measurement error reduction via adaptive strong tracking Kalman filters," IEEE Transportation Electrification Conference and Expo, Aug. 2017.