Coordinative structure of manipulative hand-movements facilitates their recognition

IEEE Transactions on Biomedical Engineering

Volumn 53, Issue 12, 2006, Pages 2455-2463

  Dejmal, Iris ^a   Zacksenhouse, Miriam ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

Gesture programming; Human machine interface; Movement recognition; Movement segmentation; Movement synergy; Simultaneous hand movements

Indexed keywords

BIOMEDICAL ENGINEERING; MAN MACHINE SYSTEMS; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; USER INTERFACES;

GESTURE PROGRAMMING; HUMAN-MACHINE INTERFACE; MOVEMENT RECOGNITION; MOVEMENT SEGMENTATION; MOVEMENT SYNERGY; SIMULTANEOUS HAND MOVEMENTS;

JOINTS (ANATOMY);

ARTICLE; COMPUTER PROGRAM; GESTURE; HAND MOVEMENT; JOINT MOBILITY; MOTOR COORDINATION; MOTOR PERFORMANCE; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; REFERENCE DATABASE;

ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; HAND; HUMANS; MAN-MACHINE SYSTEMS; MODELS, BIOLOGICAL; MOTOR SKILLS; MOVEMENT; PATTERN RECOGNITION, AUTOMATED; TASK PERFORMANCE AND ANALYSIS;

EID: 33845906653     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2006.883795     Document Type: Article

References (28)

1. J. L. Nespoulous, P. Perron, and A. R. Lecours, The Biological Foundations of Gestures: Motor and Semiotic Aspects. Hillsdale, NJ: Lawrence Erlbaum Associates, 1986.
2. K. Ikeuchi and T. Suehiro, "Toward an assembly plan from observation, part I: Task recognition with polyhedral objects," IEEE Trans. Robot. Autom., vol. 10, pp. 368-385, Jun. 1994.
3. S. B. Kang and K. Ikeuchi, "Toward automatic robot instruction from perception- temporal segmentation of tasks from human hand motion," IEEE Trans. Robot. Autom., vol. 11, pp. 670-681, Oct. 1995.
4. C. Lee and Y. Xu, "Online, interactive learning of gestures for human/robot interfaces," in Proc. IEEE Int. Conf. Robotics and Automation, Minneapolis, MN, 1996, vol. 4, pp. 2982-2987.
5. _, "Reduced-dimension representation of human performances data for human-to-Robot skill transfer," in Proc. IEEE Int. Conf. Robot. Automat, Victoria, B.C, Canada, Oct. 1998, pp. 1956-1961.
6. M. Santello, M. Flanders, and J. F. Soechting, "Postural hand synergies for tool use," J. Neurosci., vol. 18, no. 26, pp. 10105-10115, Dec. 1998.
7. T. E. Jerde, J. F. Soechting, and M. Flanders, "Biological constraints simplify the recognition of hand shapes," IEEE Trans. Biomed. Eng., vol. 50, no. 2, pp. 265-269, Feb. 2003.
8. C. R. Mason, J. E. Gomez, and T. J. Ebner, "Hand synergies during reach to-grasp," J. Neurophysiol., vol. 86, pp. 2896-2910, 2001.
9. M. Santello, M. Flanders, and J. F. Soechting, "Patterns of hand motion during grasping and the influence of sensory guidance," J. Neurosci., vol. 22, pp. 1426-1435, 2002.
10. J. F. Soechting and M. Flanders, "Flexibility and repeatability of finger movements during typing: Analysis of multiple degrees of freedom," J. Comp. Neurosci., vol. 4, pp. 29-46, 1997.
11. M. Zacksenhouse and T. Moestl, "Segmenting manipulative hand movements by dividing phase plane trajectories," in Proc. IEEE Int. Conf. Robotics and Automation, Detroit, MI, May 3, 1999, pp. 1910-1916.
12. M. Zacksenhouse, "Detecting and segmenting coordinated patterns in manipulative hand movements," Int. J. Intell. Mechatron., vol. 4, no. 1, pp. 69-89, Jan. 1999.
13. M. Zacksenhouse and P. Marcovici, "Inherent structure of manipulative hand movements and its discriminative power," in Proc. Int. Conf. Intelligent Robotics and Systems, 2000, vol. 1, pp. 318-323.
14. _, "Interactive recognition of simultaneous manipulative hand movements," Mechatron. J., vol. 11, no. 4, pp. 389-407, 2001.
15. J. M. Elliott and K. J. Connolly, "A classification of manipulative hand movements," Develop. Med. Child Neurol., vol. 26, no. 3, pp. 283-296, Jun. 1984.
16. J. F. Soechting and F. Lacquaniti, "Invariant characteristics of a pointing movement in man," J. Neurosci., vol. 1, no. 7, pp. 710-720, Jul. 1981.
17. F. Lacquaniti and J. F. Soechting, "Coordination of arm and wrist motion during a reaching task," J. Neurosci., vol. 2, no. 4, pp. 399-408, Apr. 1982.
18. J. M. Hollerbach and C. G. Atkeson, , H. Heuer and C. Fromm, Eds., "Characterization of joint interpolated arm movements," in Experimental Brain Research Series Generation and Modulation of Action Patterns. Berlin, Germany: Springer-Verlag, 1986, vol. 15, pp. 41-54.
19. M. Desmurget, C. Prablanc, Y. Rossetti, M. Arzi, Y. Paulignan, C. Urquizar, and J. C. Mignot, "Postural and synergic control for three-dimensional movements of reaching and grasping," J. Neurophys., vol. 74, no. 2, Aug. 1995.
20. Cyber Glove User Manual Virtual Technologies, 1995.
21. K. V. Mardia, J. T. Kent, and J. M. Bibby, Multivariate Analysis. New York: Academic, 1979.
22. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, Second ed. New York: Wiley, 2001.
23. G. A. Carpenter and S. Grossberg, "A massively parallel architecture for a self-organizing neural pattern recognition machine," Comput. Vis., Graphics, Image Process., vol. 37, no. 1, pp. 54-115, Jan. 1987.
24. J. A. Freeman and D. M. Skapura, Neural Networks, Algorithms Applications and Programming Techniques. Reading, MA: Addison Wesley, 1991.
25. G. A. Carpenter, S. Grossberg, N. Markuzon, J. H. Reynolds, and D. B. Rosen, "Fuzzy artmap: A neural network architecture for incremental supervised learning of analog multidimensional maps," IEEE Trans. Neural Netw., vol. 3, no. 5, pp. 698-712, Sep. 1992.
26. R. H. Rand, A. H. Cohen, and P. J. Holmes, ,A. H. Cohen, S. Rossignol, and S. Grillner, Eds., "Systems of coupled oscillators as models of central pattern generators," in Neural Control of Rhythmic Movements in Vertebrates. New York: Wiley, 1986.
27. J. S. R. Jang, C. T. Sun, and E. Mizutani, Neuro-Fuzzy and Soft Computing. Englewood Cliffs, NJ: Prentice-Hall, 1997.
28. M. H. Schieber and M. Santello, "Hand function: Peripheral and central constraints on performance," J Appl. Physiol., vol. 96, pp. 2293-2300, 2004.