Action classification with locality-constrained linear coding

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2014, Pages 3511-3516

  Rahmani, Hossein ^a   Mahmood, Arif ^a   Huynh, Du ^a   Mian, Ajmal ^a  

^a UNIVERSITY OF WESTERN AUSTRALIA   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ENCODING (SYMBOLS); LOGISTIC REGRESSION; PATTERN RECOGNITION;

ACTION CLASSIFICATIONS; BENCHMARK DATASETS; HISTOGRAM OF ORIENTED GRADIENTS; LINEAR CODING; LOGISTIC REGRESSION CLASSIFIER; SPATIO TEMPORAL; STATE-OF-THE-ART ALGORITHMS; VIDEO SEQUENCES;

CLASSIFICATION (OF INFORMATION);

EID: 84919934839     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2014.604     Document Type: Conference Paper

References (26)

1. D. Weinland, M. Özuysal, and P. Fua, "Making action recognition robust to occlusions and viewpoint changes," in ECCV, 2010
2. I. Everts, J. V. Gemert, and T. Gevers, "Evaluation of color stips for human action recognition," in CVPR, 2013
3. F. Shi, E. Petriu, and R. Laganiere, "Sampling strategies for real-time action recognition," in CVPR, 2013
4. H. Rahmani, A. Mahmood, D. Huynh, and A. Mian, "Real time human action recognition using histograms of depth gradients and random decision forests," in WACV, 2014
5. L. Xia and J. Aggarwal, "Spatio-temporal depth cuboid similarity feature for activity recongition using depth camera," in CVPR, 2013
6. J. Wang, Z. Liu, J. Chorowski, Z. Chen, and Y. Wu, "Robust 3D action recognition with random occupancy patterns," in ECCV, 2012, pp. 872-885
7. O. Oreifej and Z. Liu, "HON4D: Histogram of oriented 4D normals for activity recognition from depth sequences," in CVPR, 2013
8. J. Wang, Z. Liu, Y. Wu, and J. Yuan, "Mining actionlet ensemble for action recognition with depth cameras," in CVPR, 2012, pp. 1290-1297
9. X. Yang, C. Zhang, and Y. Tian, "Recognizing actions using depth motion maps-based histograms of oriented gradients," in ACM ICM, 2012
10. W. Li, Z. Zhang, and Z. Liu, "Action recognition based on a bag of 3D points," in CVPRW, 2010
11. C. Keskin, F. Kirac, Y. Kara, and L. Akarun, "Real time hand pose estimation using depth sensors," in ICCVW, 2011
12. A. Kurakin, Z. Zhang, and Z. Liu, "A real time system for dynamic hand gesture recognition with a depth sensor," in EUSIPCO, 2012
13. A. W. Vieira, E. Nascimento, G. Oliveira, Z. Liu, and M. Campos, "STOP: Space-time occupancy patterns for 3D action recognition from depth map sequences," in CIARP, 2012
14. S. Tang, X. Wang, X. Lv, T. Han, J. Keller, Z. He, M. Skubic, and S. Lao, "Histogram of oriented normal vectors for object recognition with a depth sensor," in ACCV, 2012
15. Y. Zhu, X. Zhao, Y. Fu, and Y. Liu, "Sparse coding on local spatialtemporal volumes for human action recognition," in ACCV, 2010
16. J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong, "Locality constrained linear coding for image classification," in CVPR, 2010
17. M. Blank, L. Gorelick, E. Shechtman, M. Irani, and R. Basri, "Actions as space-time shapes," in ICCV, 2005, pp. 1395-1402
18. M. Rodriguez, J. Ahmed, and M. Shah, "Action mach a spatio-temporal maximum average correlation height filter for action recognition," in CVPR, 2008
19. A. Kl aser, M. Marszalek, and C. Schmid, "A spatio-temporal descriptor based on 3d-gradients," in BMVC, 2008
20. Y. Tian, R. Sukthankar, and M. Shah, "Spatiotemporal deformable part models for action detection," in CVPR, 2013
21. T. Lan, Y. Wang, and G. Mori, "Discriminative figure-centric models for joint action localization and recognition," in ICCV, 2011
22. M. Raptis, I. Kokkinos, and S. Soatto, "Discovering discriminative action parts from mid-level video representations," in CVPR, 2012
23. A. Yao, J. Gall, and L. Gool, "A hough transform-based voting framework for action recognition," in CVPR, 2010
24. R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin, "Liblinear: A library for large linear classification," Journal of Machine Learning Research, 2008
25. S. S. Keerthi, S. Sundararajan, K.-W. Chang, C.-J. Hsieh, and C.-J. Lin, "A sequential dual method for large scale multi-class linear svms," in ACM SIGKDD, 2008
26. X. Wu, D. Xu, L. Duan, and J. Luo, "Scalable action recognition with a subspace forest," in CVPR, 2012.