Cross-view action recognition via a transferable dictionary pair

BMVC 2012 - Electronic Proceedings of the British Machine Vision Conference 2012

Volumn , Issue , 2012, Pages

  Zheng, Jingjing ^a   Jiang, Zhuolin ^b   Jonathon Phillips, P ^c   Chellappa, Rama ^a  

^a UNIVERSITY OF MARYLAND   (United States)

^b UNIVERSITY OF MARYLAND   (United States)

^c NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION;

ACTION MODELING; ACTION RECOGNITION; MULTIPLE SOURCE; SOURCE VIEW; SPARSE REPRESENTATION; STATE OF THE ART; SUPERVISED ALGORITHM; VIEW-INVARIANT ACTION RECOGNITION;

GESTURE RECOGNITION;

EID: 84898412338     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.26.125     Document Type: Conference Paper

References (30)

1. Michal Aharon, Michael Elad, and Alfred Bruckstein. K -SVD: An algorithm for designing overcomplete dictionaries for sparse representation. Signal Processing, IEEE Transactions on, 2006.
2. Moshe Blank, Lena Gorelick, Eli Shechtman, Michal Irani, and Ronen Basri. Actions as space-time shapes. In ICCV, 2005.
3. German K. M. Cheung, Simon Baker, and Takeo Kanade. Shape-from-silhouette of articulated objects and its use for human body kinematics estimation and motion capture. In CVPR, 2003.
4. Piotr Dollár, Vincent Rabaud, Garrison Cottrell, and Serge Belongie. Behavior recognition via sparse spatio-temporal features. In VS-PETS.
5. Alexei A. Efros, Alexander C. Berg, Greg Mori, and Jitendra Malik. Recognizing action at a distance. In ICCV, 2003.
6. Ali Farhadi and Mostafa Kamali Tabrizi. Learning to recognize activities from the wrong view point. In ECCV, 2008.
7. Ali Farhadi, Mostafa Kamali Tabrizi, Ian Endres, and David A. Forsyth. A latent model of discriminative aspect. In ICCV, 2009.
8. Zhuolin Jiang, Zhe Lin, and Larry S. Davis. Learning a discriminative dictionary for sparse coding via label consistent K-SVD. In CVPR, 2011.
9. Imran N. Junejo, Emilie Dexter, Ivan Laptev, and Patrick Pérez. View-independent action recognition from temporal self-similarities. IEEE Trans. Pattern Anal. Mach. Intell.
10. Imran N. Junejo, Emilie Dexter, Ivan Laptev, and Patrick Pérez. Cross-view action recognition from temporal self-similarities. In ECCV, 2008.
11. Ivan Laptev and Tony Lindeberg. Space-time interest points. In ICCV, 2003.
12. Ruonan Li and Todd Zickler. Discriminative virtual views for cross-view action recognition. In CVPR, 2012.
13. Zhe Lin, Zhuolin Jiang, and Larry S. Davis. Recognizing actions by shape-motion prototype trees. In ICCV, 2009.
14. Jim Little and Jeffrey E. Boyd. Recognizing people by their gait: The shape of motion. Videre, 1996.
15. Jingen Liu and Mubarak Shah. Learning human actions via information maximization. In CVPR, 2008.
16. Jingen Liu, Saad Ali, and Mubarak Shah. Recognizing human actions using multiple features. In CVPR, 2008.
17. Jingen Liu, Mubarak Shah, Benjamin Kuipers, and Silvio Savarese. Cross-view action recognition via view knowledge transfer. In CVPR, 2011.
18. Fengjun Lv and Ramakant Nevatia. Single view human action recognition using key pose matching and viterbi path searching. In CVPR, 2007.
19. Greg Mori, Xiaofeng Ren, Alexei A. Efros, and Jitendra Malik. Recovering human body configurations: Combining segmentation and recognition. In CVPR, 2004.
20. Vasu Parameswaran and Rama Chellappa. Human action-recognition using mutual invariants. Computer Vision and Image Understanding, 2005.
21. Vasu Parameswaran and Rama Chellappa. View invariance for human action recognition. International Journal of Computer Vision, 2006.
22. Cen Rao, Alper Yilmaz, and Mubarak Shah. View-invariant representation and recognition of actions. International Journal of Computer Vision, 2002.
23. Du Tran and Alexander Sorokin. Human activity recognition with metric learning. In ECCV, 2008.
24. Joel A. Tropp and Anna C. Gilbert. Signal recovery from random measurements via orthogonal matching pursuit. IEEE Transactions on Information Theory.
25. Anwaar ul Haq, Iqbal Gondal, and Manzur Murshed. On dynamic scene geometry for view-invariant action matching. In CVPR, 2011.
26. Daniel Weinland, Edmond Boyer, and Rémi Ronfard. Action recognition from arbitrary views using 3D exemplars. In ICCV, 2007.
27. Daniel Weinland, Mustafa Özuysal, and Pascal Fua. Making action recognition robust to occlusions and viewpoint changes. In ECCV, 2010.
28. John Wright, Yi Ma, Julien Mairal, Guillermo Sapiro, Thomas S. Huang, and Shuicheng Yan. Sparse representation for computer vision and pattern recognition. Proceedings of the IEEE, 2010.
29. Pingkun Yan, Saad M. Khan, and Mubarak Shah. Learning 4d action feature models for arbitrary view action recognition. In CVPR, 2008.
30. Alper Yilmaz and Mubarak Shah. Actions sketch: A novel action representation. In CVPR, 2005.