Online intention recognition for computer-assisted teleoperation

Proceedings - IEEE International Conference on Robotics and Automation

Volumn , Issue , 2010, Pages 5334-5339

  Stefanov, Nikolay ^a   Peer, Angelika ^a   Buss, Martin ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER ASSISTED; FEATURE EXTRACTION ALGORITHMS; INTENTION RECOGNITION; OBJECT MANIPULATION; TELE-OPERATIONS;

ALGORITHMS; DATA MINING; FEATURE EXTRACTION; HIDDEN MARKOV MODELS; REMOTE CONTROL; STOCHASTIC MODELS;

ROBOTICS;

EID: 77955816244     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ROBOT.2010.5509432     Document Type: Conference Paper

References (20)

1. P. F. Hokayem and M. W. Spong, "Bilateral teleoperation: An historical survey," Automatica, vol. 42, no. 12, 2006.
2. U. Unterhinninghofen, F. K. Freyberger, and M. Buss, "Study on computer assistance for telepresent reaching movements," in EuroHaptics '08: Proceedings of the 6th international conference on Haptics, (Berlin, Heidelberg), pp. 745-754, Springer-Verlag, 2008.
3. B. Corteville, E. Aertbelien, H. Bruyninckx, J. De Schutter, and H. Van Brussel, "Human-inspired robot assistant for fast point-to-point movements," in Robotics and Automation, 2007 IEEE International Conference on, pp. 3639-3644, April 2007.
4. D. Aarno and D. Kragic, "Motion intention recognition in robot assisted applications," Robot. Auton. Syst., vol. 56, no. 8, pp. 692-705, 2008.
5. S. Calinon, P. Evrard, E. Gribovskaya, A. Billard, and A. Kheddar, "Learning collaborative manipulation tasks by demonstration using a haptic interface," in Advanced Robotics, 2006 14th International Conference on, 2009.
6. T. Takeda, K. Kosuge, and Y. Hirata, "HMM-based dance step estimation for dance partner robot -ms dancer-," in Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on, pp. 3245-3250, Aug. 2005.
7. D. Kulic and E. Croft, "Affective state estimation for Human - Robot interaction," Robotics, IEEE Transactions on, vol. 23, pp. 991-1000, Oct. 2007.
8. H. Lin, I. Shafran, D. Yuh, and G. Hager, "Towards automatic skill evaluation: detection and segmentation of robot-assisted surgical motions," Computer aided surgery, vol. 11, pp. 220-230, 2006-Sep.
9. A. Fod, M. J. Mataric, and O. C. Jenkins, "Automated derivation of primitives for movement classification," Autonomous Robots, vol. 12, pp. 39-54, 2002.
10. R. T. Olszewski, Generalized Feature Extraction for Structural Pattern Recognition in TimeSeries Data. PhD thesis, School of Computer Science Carnegie Mellon University, 2001.
11. B. Siciliano and O. Khatib, eds., Handbook of Robotics. Berlin, Heidelberg: Springer, 2008.
12. R. Duda, P. Hart, and D. Stork, Pattern Classification. Wiley-Interscience Publication, 2000.
13. L. Rabiner and B. Juang, "An introduction to hidden markov models," ASSP Magazine, IEEE, vol. 3, pp. 4-16, Jan 1986.
14. Z. Wang, A. Peer, and M. Buss, "An HMM approach to realistic haptic human-robot interaction," in EuroHaptics conference, 2009 and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems. World Haptics 2009. Third Joint, pp. 374-379, March 2009.
15. G. J. Mclachlan and T. Krishnan, The EM Algorithm and Extensions (Wiley Series in Probability and Statistics). Wiley-Interscience, October 2007.
16. J. Salojärvi, K. Puolamäki, and S. Kaski, "Expectation maximization algorithms for conditional likelihoods," in Proceedings of the 22nd International Conference on Machine Learning (ICML-2005, pp. 753-760, ACM press, 2005.
17. I. H. Witten and E. Frank, Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann, 2 ed., 2005.
18. S. Calinon and A. Billard, "Learning of Gestures by Imitation in a Humanoid Robot," in Imitation and Social Learning in Robots, Humans and Animals: Behavioural, Social and Communicative Dimensions, pp. 153-177, Cambridge University Press, 2007. K. Dautenhahn and C.L. Nehaniv (Eds).
19. K.-H. Grote and J. Feldhusen, eds., DUBBEL - Taschenbuch für den Maschinenbau. Berlin, Heidelberg: Springer, 22 ed., 2007.
20. C. M. Bishop, Pattern Recognition and Machine Learning. Springer, 2006.