Human activity recognition in videos: A systematic approach

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

Volumn 4224 LNCS, Issue , 2006, Pages 257-264

  Singh, Sameer ^a   Wang, Jessica ^a  

^a LOUGHBOROUGH UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); FEATURE EXTRACTION; FREQUENCY DOMAIN ANALYSIS; IDENTIFICATION (CONTROL SYSTEMS); IMAGE ANALYSIS;

HUMAN ACTIVITY RECOGNITION; IMAGE SEQUENCES; VIDEO INTERPRETATION; VIDEO SHOT MATCHING;

GESTURE RECOGNITION;

EID: 33750540577     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11875581_31     Document Type: Conference Paper

References (25)

1. D. Ayers and M. Shah, "Monitoring Human Behavior from Video Taken in an Office Environment", Image and Vision Computing, Vol. 19, pp. 833-846, 2001.
2. A. F. Bobick and Y. A. Ivanov, "Action Recognition using Probabilistic Parsing", Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 196-202, 1998.
3. A. F. Bobick and J. W. Davis, "The Recognition of Human Movement using Temporal Templates", IEEE Transactions on PAMI, Vol.23, No.3, pp. 257-267, March 2001.
4. R. Duda, P. E. Hart and D. Stork, "Pattern Classification", 2nd ed., New York: John Wiley and Sons, 2001.
5. C. Faloutsos, M. Ranganathan and Y. Manolopoulos, "Fast Subsequence Matching in Time-Series Databases", Proceedings ACM SIGMOD Conference, Mineapolis, MN, pp. 419-429, 1994.
6. S. Hongeng, R. Nevatia and F. Bremond, "Video-based Event Recognition: Activity Representation and Probabilistic Recognition Methods", Computer Vision and Image Understanding, vol. 96, pp. 129-162, 2004.
7. P. S. Huang, C. J. Haris, M. S. Nixon, "Human Gait Recognition in Canonical Space using Temporal Templates", IEEE Proceedings-Vision, Image and Signal processing. Vol. 146, pp. 93-100, 1999.
8. S. H. Kim and R-H. Park, "An Efficient Algorithm For Video Sequence Matching Using The Modified Hausdorff Distance and the Directed Divergence", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 12, pp. 592-296, 2002.
9. R-H. Liang and M. Ouhyoung, "A Real-Time Continuous Gesture Recognition System for Sign Language", Proc. Int. Conference on Automatic Face and Gesture Recognition, Nara, Japan, pp. 558-565, 1998.
10. J. Little and J. Boyd, "Recognizing People by Their Gait: the Shape of Motion", VIDERE, Vol. 1, Number 2, 1998.
11. O. Masoud and N. Papanikolopoulos, "A Method for Human Action Recognition", Image and Vision Computing, Vol. 21, pp. 729-743, 2003.
12. J. Ou, X. Chen and J. Yang, "Gesture Recognition for Remote Collaborative Physical Tasks using Tablet PCs", ICCV Workshop on Multimedia Tech. in E-Learning and Collaboration, 2003.
13. M. Ozki, Y. Nakamura and Y. Ohta, "Human Behavior Recognition for an Intelligent Video Production System", IEEE Pacific Rim Conference on Multimedia, pp. 1153-1160, 2002.
14. A. Ramamoorthy, N. Vaswani, S. Chaudhury and S. Banerjee, "Recognition of Dynamic Hand Gestures", Pattern Recognition, Vol. 36, pp. 2069-2081, 2003.
15. K. Rangarajan, B. Allen and M. Shah, "Matching Motion Trajectories", Pattern Recognition, Vol.26, pp. 595-610, 1993.
16. C. Rao, A. Yilmaze and M. Shah, "View-Invariant Representation and Recognition of Actions", International Journal of Computer vision, Vol. 50, Issue 2, pp. 203-226, 2002.
17. C. Schuldt, I. Laptev and B. Caputo, "Recognizing Human Actions: A Local SVM Approach", ICPR, Vol.3, pp. 32-36, 2004.
18. M. Stark, M. Kohler and P. G. Zyklop, "Video Based Gesture Recognition for Human Computer Interaction", Informationstechnik und Technische Informatik, 38(3), pp. 15-20, 1996.
19. T. Starner and A. Pentland, "Visual Recognition of American Sign Language using Hidden Markov Models", Proc. Int. Workshop on Automatic Face and Gesture Recognition, 1995.
20. A. Stolcke, "Bayesian Learning of Probabilistic Language Models", Phd., University of California at Berkeley, 1994.
21. A. Tolba, "Arabic Glove: A Communication Aid for the Vocally Impaired", Pattern Analysis and Applications, Vol. 1, Issue 4, pp. 218-230, 1998.
22. P-S. Tsai, M. Shah, K. Keiter and T. Kasparis, "Cyclic Motion Detection", Computer Science Technical Report, University of Central Florida, Orlando, 1993.
23. J. Wang and S. Singh, "Video Based Human Dynamics: A Review", Real Time Imaging, Vol. 9, No.5, pp. 321-346, 2003.
24. J. Wang, "Video Based Understanding of Human Dynamics: A Machine Learning Approach, PhD Thesis, Exeter Univ, 2005.
25. M. Zobl, F. Wallhoff anf G. Rigoll, "Action Recognition in Meeting Scenarios using Global Motion Features", Proceedings Fourth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, J Ferryman, Ed., Graz, Osterreich, University of Reading, pp. 32-36, March 2003.