A visual evaluation framework for in-home physical rehabilitation

Proceedings - 2014 IEEE International Symposium on Multimedia, ISM 2014

Volumn , Issue , 2015, Pages 237-240

  Khan, Naimul Mefraz ^a   Lin, Stephen ^b   Guan, Ling ^a   Guo, Baining ^b  

^a RYERSON UNIVERSITY   (Canada)

^b MICROSOFT RESEARCH ASIA   (China)

Author keywords

DTW; Kinect; Physical Rehabilitation; Time Series

Indexed keywords

TIME SERIES;

COMPUTATIONAL TIME; DYNAMIC TIME WARPING; JOINT COORDINATES; KINECT; PHYSICAL REHABILITATION; PRELIMINARY ANALYSIS; SKELETON FRAMES; VISUAL EVALUATION;

MUSCULOSKELETAL SYSTEM;

EID: 84930439350     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISM.2014.21     Document Type: Conference Paper

References (10)

1. J. Ven ugopalan, C. Cheng, T. Stokes, and M. Wang, " Kinect-based rehabilitation system for patients with traumatic brain injury," in Annual International Conference of the IEEE EMBS. IEEE Press, 2013, pp. 4625-4628.
2. P. Daponte, L. Vito, and C. Sementa, "A wireless-based home rehabilitation system for monitoring 3d movements, " in IEEEE International Symposium on Medical Measurements and Applications. IEEE Press, 2013, pp. 282-287.
3. P. Tormene T. Giorgino S. Quaglini M. Stefanelli, Matching incomplete time series with dynamic time warping: An algorithm and an application to post-stroke rehabilitation, Artificial Intelligence in Medicine, 45,11-34,2009.
4. J. Shotton, A. Fitzgibbon, M. Cook, T. Sharp, M. Finocchio, R. Moore, A. Kipman, and A. Blake, " Real-time human pose recognition in parts from single depth images," in IEEE Conference on Computer Vision and Pattern Recognition. Washington, DC, USA: IEEE Computer Society, 2011, pp. 1297-1304.
5. D. Alexiad is, P. Kelly, T. Boubakeur, and M. Moussa, " Evaluating a dancer's performance using kinect-based skeleton tracking," in Proceedings of the ACM International Conference on Multimedia. ACM, 2011, pp. 659-662.
6. C. Metcalf, R. Robinson, A. Malpass, T. Bogle, T. Dell, C. Harris, and S. Demain, " Markerless Motion Capture and Measurement of Hand Kinematics: Validation and Application to Home-Based Upper Limb Rehabilitation, " IEEE Transactions on Biomedical Engineering, vol. 60, no. 8, pp. 2184-2192, August 2013.
7. D. Berndt and J. Clifford, "Using dynamic time warping to find patterns in time series, " in AAAI Workshop on Knowledge Discovery in Databases. ACM, 1994, pp. 359-370.
8. M. Raptis, D. Kirovski, and H. Hoppe, "Real-time classification of dance gestures from skeleton animation, " in Proceedings of Eurographics/ACM SIGGRAPH Symposium on Computer Animation. ACM, 2011, pp. 147-156.
9. W. Shen, K. Deng, T. Leyvand, B. Guo, and Z. Tu, " Exemplar-Based Human Action Pose Correction," IEEE Transactions on Cybernetics, vol. PP, no. 99, 2013.
10. W. Aigner, S. Miksch, H. Schumann, and C. Tominski, Visualization of Time-Oriented Data, 1st ed. Springer Verlag, 2011.