Sit-to-stand detection using fuzzy clustering techniques

2010 IEEE World Congress on Computational Intelligence, WCCI 2010

Volumn , Issue , 2010, Pages

  Banerjee, Tanvi ^a   Keller, James M ^a   Skubic, Marjorie ^a   Abbott, Carmen ^a  

^a UNIVERSITY OF MISSOURI   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED ASSESSMENT; DATA SEQUENCES; FALL RISK; FUZZY CLUSTERING METHOD; FUZZY CLUSTERING TECHNIQUES; IMAGE FRAMES; IMAGE MOMENTS; SIT-TO-STAND; VIDEO DATA;

ARTIFICIAL INTELLIGENCE; FUZZY SYSTEMS; JOINTS (ANATOMY); VIDEO RECORDING;

FUZZY CLUSTERING;

EID: 78549235083     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2010.5584843     Document Type: Conference Paper

References (16)

1. [1]M. Skubic, G. Alexander, M. Popescu, M. Rantz and J. Keller, "A Smart Home Application to Eldercare: Current Status and Lessons Learned," Technology and Health Care, vol. 17, no. 3, pp. 183-201, 2009.
2. J. Keller, L Sledge, "A Cluster By Any Other Name ", IEEE Proc, NAFIPS, 2007.
3. A. Oikonomopoulos, M. Pantic, and L Patra,"Sparse B spline polynomial descriptors for human activity recognition," Image and Vision Computing, 27(12), 2009.
4. C. Stauffer and W.E.L. Grimson, "Learning patterns of activity using real-time tracking," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, pp. 747-757, Aug. 2000.
5. S.Allin, and A.Mihailidis, "Automated sit-to-stand detection and analysis." AAAI 2008 Fall Symposium on AI in Eldercare: New Solutions to Old Problems, Arlington, VA, 2008.
6. D. Anderson, et al., "Modeling Human Activity From Voxel Person Using Fuzzy Logic", IEEE Trans. Fuzzy Systems, 2007.
7. M.K. Hu, "Visual pattern recognition by moment invariants." IRE Trans. on Information Theory, IT-8:pp. 179-187, 1962.
8. A. B. Bhatia and E. Wolf. "on the circle polynomials of Zernike and related orthogonal sets." Proc. Cambridge Philosophical Society, 50:pp. 40-48, 1954.
9. I. Gath and G. Geva, "Unsupervised optimal fuzzy clustering," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, pp. 773-781, July 1989.
10. X.L. Xie, G. Beni, "A Validity Measure for Fuzzy Clustering," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 13, no. 8, pp. 841-847, Aug. 1991.
11. M. Goffredo, M. Schmid, S. Conforto, M. Carli, A. Neri, T. D'Alessio, "Markerless Human Motion Analysis in Gauss-Laguerre Transform Domain: An Application to Sit-To-Stand in Young and Elderly People." Information Technology in Biomedicine, IEEE Transactions on, 13:2:207-216,2009.
12. D. Berrada, M. Romero, G. Abowd, M. Blount, J. Davis, "Automatic administration of the Get Up and Go Test," Proceedings of the 1st ACM SIGMOBILE international workshop on Systems and networking support for healthcare and assisted living environments, June 11-11, 2007, San Juan, Puerto Rico.
13. S. Theodoridis and K. Koutroumbas, "Pattern Recognition", Academic Press, San Diego, CA (1999).
14. G. Demiris, D. Parker, J.Giger, M. Skubic, M. Rantz, "Older adults' privacy considerations for vision based recognition methods of eldercare applications," Technology and Health Care 2009; 17(1):41-48.
15. K. Berg, S. Wood-Dauphinee, J.I. Williams, B.Maki," Measuring balance in the elderly: Validation of an instrument". Can. J. Pub. Health2:S7-11, 1992.
16. D. E. Gustafson and W. C. Kessel, "Fuzzy clustering with a fuzzy covariance matrix," in Proc. IEEE CDC, San Diego, CA, 1979, pp. 761-766.