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Issue No.03 - July-Sept. (2012 vol.19)
pp: 53-61
Xavier Sevillano , La Salle—Universitat Ramon Lull, Spain
Tomas Piatrik , Queen Mary University of London
Krishna Chandramouli , Queen Mary University of London
Qianni Zhang , Queen Mary University of London
Ebroul Izquierdo , Queen Mary University of London
ABSTRACT
The proposed framework automatically predicts user tags for online videos from their visual features and associated textual metadata, which is semantically expanded using complementary textual resources.
INDEX TERMS
Indexing, Internet, Videos, Electronic publishing, Tagging, Feature extraction, Prediction models, Visualization, Semantics, MediaEval, multimedia, large-scale multimedia data, indexing, tagging, geotagging, semantic expansion, visual similarity, bag-of-articles
CITATION
Xavier Sevillano, Tomas Piatrik, Krishna Chandramouli, Qianni Zhang, Ebroul Izquierdo, "Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis", IEEE MultiMedia, vol.19, no. 3, pp. 53-61, July-Sept. 2012, doi:10.1109/MMUL.2012.28
REFERENCES
1. K. Chandramouli et al., "Towards Semantic Tagging in Collaborative Environments," Proc. 16th IEEE Int'l Conf. Digital Signal Processing, IEEE Press, 2009, pp. 248–253.
2. T. Kliegr, "Entity Classification by Bag of Wikipedia Articles," Proc. 3rd Workshop on PhD Students in Information and Knowledge Management, ACM Press, 2010, pp. 67–74.
3. S. Cucerzan, "Large-Scale Named Entity Disambiguation Based on Wikipedia Data," Proc. Joint Conf. Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2007, pp. 708–716.
4. T. Kliegr et al., "Combining Image Captions and Visual Analysis for Image Concept Classification," Proc. 9th Int'l Workshop on Multimedia Data Mining (MDM), ACM Press, 2008, pp. 8–17.
5. M. Larson et al., eds., Working Notes Proc. MediaEval 2010 Workshop, 2010.
6. D. Crandall et al., "Mapping the World's Photos," Proc. 18th Int'l Conf. World Wide Web, ACM Press, 2009, pp. 761–770.
7. M. Larson et al., eds., Working Notes Proc. MediaEval 2011 Workshop, 2011.
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