Recommendations for video event recognition using concept vocabularies

ICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval

Volumn , Issue , 2013, Pages 89-96

  Habibian, Amirhossein ^a   Van De Sande, Koen E A ^a   Snoek, Cees G M ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

concept representation; event recognition

Indexed keywords

CONCEPT REPRESENTATION; EVENT RECOGNITION; EXPERIMENTAL PROTOCOLS; MULTIMEDIA EVENT DETECTIONS; RESEARCH QUESTIONS; VIDEO EVENTS; WEB VIDEO;

BENCHMARKING; INTERNET PROTOCOLS; MULTIMEDIA SYSTEMS;

DETECTORS;

EID: 84877635025     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2461466.2461482     Document Type: Conference Paper

References (27)

1. T. Althoff, H. Song, and T. Darrell. Detection bank: An object detection based video representation for multimedia event recognition. In ACM MM, 2012.
2. N. Babaguchi, Y. Kawai, and T. Kitahashi. Event based indexing of broadcasted sports video by intermodal collaboration. IEEE TMM, 4(1):68-75, 2002. (Pubitemid 34291529)
3. L. Ballan, M. Bertini, A. Del Bimbo, L. Seidenari, and G. Serra. Event detection and recognition for semantic annotation of video. MTAP, 51:279-302, 2011.
4. A. Berg, J. Deng, S. Satheesh, H. Su, and F.-F. Li. Imagenet large scale visual recognition challenge 2011.
5. J. Deng, W. Dong, R. Socher, L. Li, K. Li, and L. Fei-Fei. Imagenet: A large-scale hierarchical image database. In CVPR, 2009.
6. A. Hauptmann, R. Yan, W. Lin, M. Christel, and H. Wactlar. Can high-level concepts fill the semantic gap in video retrieval? a case study with broadcast news. IEEE TMM, 9(5):958-966, 2007. (Pubitemid 47171252)
7. B. Huet, T. Chua, and A. Hauptmann. Large-scale multimedia data collections. IEEE MM, 19(3):12-14, 2012.
8. L. Jiang, A. Hauptmann, and G. Xiang. Leveraging high-level and low-level features for multimedia event detection. In ACM MM, 2012.
9. Y. Jiang. Super: towards real-time event recognition in internet videos. In ACM ICMR, 2012.
10. L. Li, H. Su, E. Xing, and L. Fei-Fei. Object bank: A high-level image representation for scene classification and semantic feature sparsification. In NIPS, 2010.
11. X. Liu, R. Troncy, and B. Huet. Finding media illustrating events. In ACM ICMR, 2011.
12. M. Merler, B. Huang, L. Xie, G. Hua, and A. Natsev. Semantic model vectors for complex video event recognition. IEEE TMM, 14(1):88-101, 2012.
13. M. Naphade, J. Smith, J. Tesic, S. Chang, W. Hsu, L. Kennedy, A. Hauptmann, and J. Curtis. Large-scale concept ontology for multimedia. IEEE MM, 13(3):86-91, 2006. (Pubitemid 44263760)
14. P. Natarajan, S. Wu, S. Vitaladevuni, X. Zhuang, S. Tsakalidis, U. Park, and R. Prasad. Multimodal feature fusion for robust event detection in web videos. In CVPR, 2012.
15. D. Oneata, M. Douze, J. Revaud, J. Schwenninger, D. Potapov, H. Wang, Z. Harchaoui, J. Verbeek, C. Schmid, R. Aly, K. Mcguiness, S. Chen, N. O'Connor, K. Chatfield, O. Parkhi, R. Arandjelovic, A. Zisserman, F. Basura, and T. Tuytelaars. Axes at trecvid 2012: Kis, ins, and med. In TRECVID Workshop, 2012.
16. F. Perronnin and C. R. Dance. Fisher kernels on visual vocabularies for image categorization. In CVPR, 2007.
17. N. Rasiwasia and N. Vasconcelos. Holistic context models for visual recognition. IEEE PAMI, 34(5):902-917, 2012.
18. S. Sadanand and J. Corso. Action bank: A high-level representation of activity in video. In CVPR, 2012.
19. A. Scherp, R. Jain, M. S. Kankanhalli, and V. Mezaris. Modeling, detecting, and processing events in multimedia. In ACM MM, 2010.
20. J. M. Shipley and T. F. Zack, editors. Understanding Events. Oxford Series in Visual Cognition. Oxford University Press, 2008.
21. A. Smeaton, P. Over, and W. Kraaij. Evaluation campaigns and trecvid. In ACM MIR, 2006.
22. C. G. M. Snoek and A. W. M. Smeulders. Visual-concept search solved? IEEE Computer, 43(6):76-78, 2010.
23. A. Tamrakar, S. Ali, Q. Yu, J. Liu, O. Javed, A. Divakaran, H. Cheng, and H. Sawhney. Evaluation of low-level features and their combinations for complex event detection in open source videos. In CVPR, 2012.
24. L. Torresani, M. Szummer, and A. Fitzgibbon. Efficient object category recognition using classemes. In ECCV, 2010.
25. K. E. A. van de Sande, T. Gevers, and C. G. M. Snoek. Empowering visual categorization with the GPU. IEEE TMM, 13(1):60-70, 2011.
26. L. Xie, H. Sundaram, and M. Campbell. Event mining in multimedia streams. Proc. IEEE, 96(4):623-647, 2008.
27. E. Younessian, T. Mitamura, and A. Hauptmann. Multimodal knowledge-based analysis in multimedia event detection. In ACM ICMR, 2012.