Mixture model segmentation for gait recognition

Proceedings of the 2008 ECSIS Symposium on Learning and Adaptive Behaviors for Robotic Systems, LAB-RS 2008

Volumn , Issue , 2008, Pages 3-8

  Field, Matthew ^a   Stirling, David ^a   Naghdy, Fazel ^a   Pan, Zengxi ^a  

^a UNIVERSITY OF WOLLONGONG   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

MOTION ESTIMATION; RAPID SOLIDIFICATION; ROBOTICS; SENSOR NETWORKS;

CLASSIFICATION ALGORITHMS; EULER ANGLES; GAIT CYCLES; GAIT RECOGNITION; GAUSSIAN MIXTURE MODELS; HUMAN GAIT; HUMAN MODELLING; HUMAN MOTIONS; MINIMUM MESSAGE LENGTH; MIXTURE MODEL; MOTION PRIMITIVES; MOTION SENSORS; RANGE OF MOTION; ROBOTIC SYSTEMS; SKELETAL MODELS;

ADAPTIVE SYSTEMS;

EID: 53849085153     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/LAB-RS.2008.26     Document Type: Conference Paper

References (17)

1. M. Donati, V. Camomilla, G. Vannozzi, A. Cappozzo. Enhanced anatomical calibration in human movement analysis. Gait and Posture, Volume 26, Issue 2, Pages 179-185, May, 2007.
2. J. Saboune, F. Charpillet. Markerless Human Motion Capture for Gait Analysis. ArXiv Computer Science e-prints, cs/0510063, October, 2005.
3. R. W. Bisseling, A. L. Hof. Handling of impact forces in inverse dynamics. Journal of Biomechanics, Volume 39, Issue 13,2006, Pages 2438-2444.
4. W. Zijlstra, A. L. Hof. Assessment of spatio-temporal gait parameters from trunk acceleration during walking. Gait and Posture, Volume 18, 2003, p1-10.
5. H. B. Menz, S. R. Lord, R. C. Fitzpatrick. Age-related differences in walking stability. Aged and Ageing, Vol. 32, p137-142, 2003.
6. H. Zhou, H. Hu, Y. Tao. Inertial measurements of upper limb motion. Med Bio Eng Comput, 44:479-487, 2006.
7. K. Kahol, P. Tripathi and Sethuraman Panchanathan. Automated Gesture Segmentation from Dance Sequences. In Proceedings of the Sixth IEEE International Conference on Automatic Gesture and Face Recogniton (FGR'04), Seoul, Korea, May 17th-19th 2004.
8. R. D. Green, L. Guan. Tracking HumanMovement Patterns Using Particle Filtering. Proceedings of the 2003 International Conference on Multimedia and Expo, Vol. 3, 117-120, 2006.
9. T. Inamura, I. Toshima, H. Tanie. Embodied Symbol Emergence Based on Mimesis Theory. International Journal of Robotics Research, Vol. 23, No. 4-5, 363-377, 2004.
10. C. Sun, D. Stirling, F. Naghdy. Human Behaviour Recognition with Segmented Inertial Data. In ARAA Australasian Conference on Robotics and Automation, 1-9, 2006.
11. A. Lopez, A. Melendez-Calderon. Human-inspired walking style for a low-cost biped prototype. 3rd IEEE LARS'06, 141-148, 2006.
12. N. Naksuk, G. Lee, S. Rietdyk. Whole-Body Human-to-Humanoid Motion Transfer. Proceedings of 2005 5th IEEE-RAS International Conference on Humanoid Robotics, 104-109, 2005.
13. th March 2008.
14. th IEEE EMBS Annual International Conference, pages 1002-1009, New York City, USA, August 30th - September 3rd 2006.
15. R. A. Baxter. Minimum Message Length Inference: Theory and Applications. PhD Thesis, Monash University, Australia, December 1996.
16. P. de Leva. Adjustments to Zatsiorsky-Seluyanov's segment inertia parameters. In Journal of Biomechanics, pages 1223-1230, Austin, Texas, August 1984. Kinesiology Department.
17. R. T. Lauer, B. T. Smith, R. R. Betz. Application of a Neuro-Fuzzy Network for Gait Event Detection Using Electromyography in the Child with Cerebral Palsy. IEEE Transactions on Biomedical Engineering, Vol. 52, No. 9, 1532-1540, 2004.