Human group activity analysis with fusion of motion and appearance information

MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops

Volumn , Issue , 2011, Pages 1401-1404

  Cheng, Zhongwei ^a   Qin, Lei ^b   Huang, Qingming ^a,b   Jiang, Shuqiang ^b   Yan, Shuicheng ^c   Tian, Qi ^d  

^a UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^b INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^c NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^d University of Texas at San Antonio   (United States)

Author keywords

Activity analysis; Feature fusion; Human group activity

Indexed keywords

ACTIVITY ANALYSIS; COMPLEX INTERACTION; FEATURE FUSION; GROUP ACTIVITIES; HIERARCHICAL MODEL; HUMAN ACTIVITY ANALYSIS; MOTION INFORMATION; MULTIPLE KERNEL LEARNING; RECOGNITION PERFORMANCE; SPATIOTEMPORAL ACTIVITY; THREE-LAYER; VIDEO-CONTENT ANALYSIS;

HIERARCHICAL SYSTEMS;

FEATURE EXTRACTION;

EID: 84455205109     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2072298.2072025     Document Type: Conference Paper

References (10)

1. Aggarwal, J.K. and Ryoo, M.S. 2011. Human activity analysis: A Review. ACM Computing Surveys (CSUR), v.43 n.3, p.1-43.
2. Niebles, J.C., Wang, H. and Fei-Fei, L. 2008. Unsupervised learning of human action categories using spatial-temporal words. International Journal of Computer Vision (IJCV) 79, 3(Sep).
3. Ryoo, M.S. and Aggarwal, J.K. 2009. Spatio-temporal relationship match: Video structure comparison for recognition of complex human activities. In ICCV.
4. Mahadevan, V., Li, W., Bhalodia, V. and Vasconcelos, N. 2010. Anomaly Detection in Crowded Scenes. In IEEE Conference on Computer Vision and Pattern Recognition.
5. Ni, B., Yan, S. and Kassim, A. 2009. Recognizing Human Group Activities with Localized Causalities. In IEEE Conference on Computer Vision and Pattern Recognition.
6. Zhu, G., Yan, S., Han, T.X. and Xu, C. 2011. Generative group activity analysis with quaternion descriptor. In International Conference on Advances in Multimedia Modeling.
7. Lan, T., Wang, Y., Yang, W. and Mori, G. 2010. Beyond Actions: Discriminative Models for Contextual Group Activities. In Annual Conference on Neural Information Processing Systems.
8. Cheng, Z., Qin, L., Huang, Q., Jiang, S. and Tian, Q. 2010. Group Activity Recognition by Gaussian Process Estimation. In International Conference on Pattern Recognition.
9. Rasmussen, C. E. and Williams, C. K. I.2006. Gaussian Processes for Machine Learning. The MIT Press.
10. Dalal, N. and Triggs, B. 2005. Histograms of oriented gradients for human detection. In IEEE Conference on Computer Vision and Pattern Recognition.