Human action recognition using DFT

Proceedings - 2011 3rd National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics, NCVPRIPG 2011

Volumn , Issue , 2011, Pages 239-242

  Kumari, Sonal ^a   Mitra, Suman K ^b  

^a BIRLA INSTITUTE OF TECHNOLOGY AND SCIENCE   (India)

^b DHIRUBHAI AMBANI INSTITUTE OF INFORMATION AND COMMUNICATION TECHNOLOGY   (India)

Author keywords

Background subtraction; DFT; Feature extraction; GMM; Human action recognition; K NN

Indexed keywords

BACKGROUND SUBTRACTION; DFT; GMM; HUMAN-ACTION RECOGNITION; K-NN;

DISCRETE FOURIER TRANSFORMS; FEATURE EXTRACTION; GESTURE RECOGNITION;

MOTION ESTIMATION;

EID: 84857164055     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NCVPRIPG.2011.58     Document Type: Conference Paper

References (15)

1. C. Cedras and M. Shah, "Motion-based recognition: A survey", Image Vis. Comput., Vol. 13, No. 2, pp. 129-155, 1995.
2. S. Mitra and T. Acharya, "Gesture Recognition: A Survey", IEEE Transactions on Systems, Man and Cybernetics - Part C: Applications and Reviews, pp. 311-314, Vol. 37, No. 3, May 2007.
3. P. Turaga, R. Chellappa, V. S. Subrahmanian and O. Udrea, "Machine Recognition of Human Activities: A Survey", IEEE Transactions on In Circuits and Systems for Video Technology, Vol. 18, No. 11, pp. 1473- 1488, Nov. 2008.
4. M. Ahmad and S. W. Lee, "Human Action Recognition Using Multiview Image Sequences Features", Proc. 7th International Conference on Automatic Face and Gesture Recognition, Southampton, UK, pp. 523- 528, April 2006. (Pubitemid 44711402)
5. M. Ahmad and S. W. Lee, "HMM-based Human Action Recognition Using Multiview Image Sequences", Proc. 18th IAPR/IEEE International Conference on Pattern Recognition, Hong Kong, China, Vol. 1, pp. 263-266, Aug. 2006. (Pubitemid 46531893)
6. J. Alon, V. Athitsos, Y. Quan and S. Sclaroff, "A Unified Framework for Gesture Recognition and Spatiotemporal Gesture Segmentation", Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 31, No. 9, pp.1685-1699, Sept. 2009.
7. th IEEE International Conference on Advanced Video and Signal Based Surveillance, pp. 140-145, Genoa, Italy, Sept. 2009.
8. H. Nassar, G. EL-Taweel and E. Mahmoud, "A Novel Feature Extraction Scheme for Gait Recognition", International Journal of Images and Graphics, Vol. 10, No. 4, pp. 575-587, 2010.
9. C. Stauffer and W. Grimson, "Adaptive background mixture models for real-time tracking", Computer Vision and Pattern Recognition, 1999. IEEE Computer Society Conference on, In Proc. CVPR, Vol. 2, pp. 246- 252, Jun. 1999.
10. Z. Zivkovic, "Improved Adaptive Gaussian Mixture Model for Background Subtraction", In Proc. ICPR, Vol. 2, pp. 28-31, Aug. 2004.
11. T. M. Cover and P. E. Hart, "Nearest Neighbor Classification", IEEE Transactions on Information Theory, Vol. 13, pp. 21-27, Jan. 1967.
12. K. Teknomo, "K-Nearest Neighbors Tutorial", http:\\people.revoledu.com\kardi\ tutorial\KNN\
13. MuHAVi-MAS: Multicamera Human Action Video and Manually Annotated Sihouette Data, REASON Project, http://dipersec.king.ac.uk/MuHAVi-MAS/.
14. "Action database", http://www.wisdom.weizmann.ac.il/~vision/ SpaceTimeActions.html, 2005.
15. Advanced Computer Vision GmbH, "Motion detection video sequences", http://muscle.prip.tuwien.ac.at/datahere.php.