Placing videos on a semantic hierarchy for search result navigation

ACM Transactions on Multimedia Computing, Communications and Applications

Volumn 10, Issue 4, 2014, Pages

  Tan, Song ^a   Jiang, Yu Gang ^b   Ngo, Chong Wah ^a  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^b FUDAN UNIVERSITY   (China)

Author keywords

Video organization; Visualization; Web video browsing

Indexed keywords

FLOW VISUALIZATION; MULTIMEDIA SYSTEMS; SEARCH ENGINES;

COMPLEX SEARCHES; SEMANTIC HIERARCHIES; VIDEO DATASET; VIDEO ORGANIZATION; VIDEO SEARCH; WEB VIDEO; YOUTUBE;

SEMANTICS;

EID: 84905235707     PISSN: 15516857     EISSN: 15516865     Source Type: Journal    
DOI: 10.1145/2578394     Document Type: Article

References (27)

1. D. Cai, X. He, Z. Li, W.-Y. Ma, and J.-R. Wen. 2004. Hierarchical clustering of www image search results using visual, textual and link information. In Proceedings of the 12th Annual ACM International Conference on Multimedia (MULTIMEDIA'04). ACM Press, New York, 952-959.
2. D. Carmel, H. Roitman, and N. Zwerdling. 2009. Enhancing cluster labeling using Wikipedia. In Proceedings of the 32nd ACM SIGIR International Conference on Research and Development in Information Retrieval (SIGIR'09). ACM Press, New York, 139-146.
3. C. C. Chen andM. C. Chen. 2008. Tscan: A novel method for topic summarization and content anatomy. In Proceedings of the 31st Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'08). ACM Press, New York, 579-586.
4. T. Chen, C. Liu, and Q. Huang. 2012. An effective multi-clue fusion approach for web video topic detection. In Proceedings of the 20th ACM International Conference on Multimedia (MM'12). ACM Press, New York, 781-784.
5. O. De Rooij and M. Worring. 2010. Browsing video along multiple threads. IEEE Trans. Multimedia 12, 2, 121-130.
6. G. P. C. Fung, J. X. Yu, H. Liu, and P. S. Yu. 2007. Time-dependent event hierarchy construction. In Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'07). ACM Press, New York, 300-309.
7. W. H. Hsu, L. S. Kennedy, and S.-F. Chang. 2007. Video search reranking through random walk over document-level context graph. In Proceedings of the 15th International Conference on Multimedia (MULTIMEDIA'07). ACM Press, New York, 971-980.
8. C.-C. Huang. 2004. Liveclassifier: Creating hierarchical text classifiers through web corpora. In Proceedings of the 13th International Conference on World Wide Web (WWW'04). ACM Press, New York, 184-192.
9. I. Ide, H. Mo, and N. Katayama. 2003. Threading news video topics. In Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR'03). N. Sebe, M. S. Lew, and C. Djeraba, Eds., ACM Press, New York, 239-246.
10. H. Jegou, M. Douze, and C. Schmid. 2008. Hamming embedding and weak geometric consistency for large scale image search. In Proceedings of the 10th European Conference on Computer Vision, Part 1 (ECCV'08). Springer, 304-317.
11. F. Jing, C. Wang, Y. Yao, K. Deng, L. Zhang, and W.-Y. Ma. 2006. IGroup: Web image search results clustering. In Proceedings of the 14th Annual ACM International Conference on Multimedia (MULTIMEDIA'06). ACM Press, New York, 377-384.
12. Y. Jing and S. Baluja. 2008. Visualrank: Applying pagerank to large-scale image search. IEEE Trans. Pattern Anal. Mach. Intell. 30, 11, 1877-1890.
13. J. R. Kender, M. L. Hill, A. P. Natsev, J. R. Smith, and L. Xie. 2010. Video genetics: A case study from youtube. In Proceedings of the International Conference on Multimedia (MM'10). ACM Press, New York, 1253-1258.
14. L. Liu, L. Sun, Y. Rui, Y. Shi, and S. Yang. 2008. Web video topic discovery and tracking via bipartite graph reinforcement model. In Proceedings of the 17th International Conference on World Wide Web (WWW'08). ACM Press, New York, 1009-1018.
15. D. G. Lowe. 2004. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60, 2, 91-110.
16. Z.-Y. Ming, K. Wang, and T.-S. Chua. 2010. Prototype hierarchy based clustering for the categorization and navigation of web collections. In Proceedings of the 33rd ACM SIGIR International Conference on Research and Development in Information Retrieval (SIGIR'10). ACM Press, New York, 2-9.
17. D. Nistr and H. Stewnius. 2006. Scalable recognition with a vocabulary tree. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR'06). 2161-2168.
18. J. P. Romano. 1990. On the behavior of randomization tests without a group invariance assumption. J. Amer. Statist. Assoc. 85, 411, 686-692.
19. J. Sang and C. Xu. 2011. Browse by chunks: Topic mining and organizing on web-scale social media. ACM Trans. Multimedia Comput. Comm. Appl. 7S, 1.
20. J. Slimi, S. Mansouri, A. Ben Ammar, and A. M. Alimi. 2013. Semantic browsing in large scale videos collection. In Proceedings of the 10th Conference on Open Research Areas in Information Retrieval (OAIR'13). 53-56.
21. S. Tan, C.-W. Ngo, H.-K. Tan, and L. Pang. 2011. Cross media hyperlinking for search topic browsing. In Proceedings of the 19th ACM International Conference on Multimedia (MM'11). ACM Press, New York, 243-252.
22. R. H. Van Leuken, L. Garcia, X. Olivares, and Zwol, R. Va. 2009. Visual diversification of image search results. In Proceedings of the 18th International Conference on World Wide Web (WWW'09). ACM Press, New York, 341-350.
23. X. Wu, Y.-J. Lu, Q. Peng, and C.-W. Ngo. 2011. Mining event structures from web videos. IEEE Multimedia 18, 1, 38-51.
24. X.Wu, C.-W. Ngo, and A. G. Hauptmann. 2008. Multimodal news story clustering with pairwise visual near-duplicate constraint. IEEE Trans. Multimedia 10, 2, 188-199.
25. G.-R. Xue, D. Xing, Q. Yang, and Y. Yu. 2008. Deep classification in large-scale text hierarchies. In Proceedings of the 31st Annual ACM SIGIR International Conference on Research and Development in Information Retrieval (SIGIR'08). ACM Press, New York, 619-626.
26. W.-L. Zhao and C.-W. Ngo. 2009. Scale-rotation invariant pattern entropy for keypoint-based near-duplicate detection. IEEE Trans. Image Process. 18, 2, 412-423.
27. W.-L. Zhao, X. Wu, and C.-W. Ngo. 2010. On the annotation of web videos by efficient near-duplicate search. IEEE Trans. Multimedia 12, 5, 448-461.