Action recognition using motion primitives and probabilistic edit distance

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4069 LNCS, Issue , 2006, Pages 375-384

  Fihl, P ^a   Holte, M B ^a   Moeslund, T B ^a   Reng, L ^a  

^a AALBORG UNIVERSITY   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); FEATURE EXTRACTION; GESTURE RECOGNITION; PROBABILITY; PROBLEM SOLVING; TRAJECTORIES;

DISCRETE RECOGNITION PROBLEM; DISTANCE CLASSIFIER; RECOGNITION RATE; VIDEO SEQUENCES;

MOTION ESTIMATION;

EID: 33746649735     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11789239_39     Document Type: Conference Paper

References (19)

1. R.V. Babu and K.R. Ramakrishnan. Compressed domain human motion recognition using motion history information. In Proc. Int. Conf. on Acoustics, Speech and Signal Processing, Hong Kong, April 6-10, 2003.
2. J. Barbic, N.S. Pollard, J.K. Hodgins, C. Faloutsos, J-Y. Pan, and A. Safonova. Segmenting Motion Capture Data into Distinct Behaviors. In Graphics Interface, London, Ontario, Canada, May 17-19 2004.
3. F. Bettinger and T.F. Cootes. A Model of Facial Behaviour. In IEEE International Conference on Automatic Face and Gesture Recognition, Seoul, Korea, May 17-19 2004.
4. A. Bobick and J. Davis. The Recognition of Human Movement Using Temporal Templates. IEEE Trans. Pattern Analysis and Machine Intelligence, 23(3):257-267, 2001.
5. A.F. Bobick and J. Davis. A Statebased Approach to the Representation and Recognition of Gestures. IEEE Trans. on Pattern Analysis and Machine Intelligence, 19(12): 1325-1337, 1997.
6. C. Bregler. Learning and Recognizing Human Dynamics in Video Sequences. In Conference on Computer Vision and Pattern Recognition, pages 568 - 574, San Juan, Puerto Rico, 1997.
7. L. Campbell and A. Bobick. Recognition of Human Body Motion Using Phase Space Constraints. In International Conference on Computer Vision, Cambridge, Massachusetts, 1995.
8. J. Gonzalez, J. Varona, F.X. Roca, and J.J. Villanueva. aSpaces: Action spaces for recognition and synthesis of human actions. In AMDO, pages 189-200, AMDO02, 2002.
9. O.C. Jenkins and M.J. Mataric. Deriving Action and Behavior Primitives from Human Motion Data. In Proc. IEEE Int. Conf. on Intelligent Robots and Systems, pages 2551-2556, Lausanne, Switzerland, Sept.30 - Oct.4, 2002.
10. A. Just and S. Marcel. HMM and IOHMM for the Recognition of Mono- and Bi-Manual 3D Hand Gestures. In ICPR workshop on Visual Observation of Deictic Gestures (POINTINGS), Cambridge, UK, August 2004.
11. A. Kale, N. Cuntoor, and R. Chellappa. A Framework for Activity-Specific Human Recognition. In International Conference on Acoustics, Speech and Signal Processing, Orlando, Florida, May 2002.
12. V.I. Levenshtein. Binary Codes Capable of Correcting Deletions, Insertions and Reversals. Doklady Akademii Nauk SSSR, 163(4):845-848, 1965.
13. C. Rao, A. Yilmaz, and M. Shah. View-Invariant Representation and Recognition of Actions. Journal of Computer Vision, 50(2):55 - 63, 2002.
14. L. Reng, T.B. Moeslund, and E. Granum. Finding Motion Primitives in Human Body Gestures. In S. Gibet, N. Courty, and J.-F. Kamps, editors, GW 2005, number 3881 in LNAI, pages 133-144. Springer Berlin Heidelberg, 2006.
15. http://polhemus.com/, January 2006.
16. D. Weinberg, R. Ronfard, and E. Boyer. Motion History Volumes for Free Viewpoint Action Recognition. In IEEE Int. Workshop on Modeling People and Human Interaction, 2005.
17. A. Yilmaz and M. Shah. Actions Sketch: A Novel Action Representation. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, San Diego, CA, June 20-25, 2005.
18. K. Yoshinari and M. Michihito. A Human Motion Estimation Method using 3-Successive Video Frames. In Int. Conf. on Virtual Systems and Multimedia, Gifu, Japan, 1996.
19. H. Yu, G.-M. Sun, W.-X. Song, and X. Li. Human Motion Recognition Based on Neural Networks. In Int. Conf. on Communications, Circuits and Systems, Hong Kong, May 2005.