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Issue No.04 - October-December (2010 vol.17)
pp: 18-25
Yuejie Zhang , Fudan University
Chunlei Yang , University of North Carolina, Charlotte
Yi Shen , University of North Carolina, Charlotte
Ning Zhou , University of North Carolina, Charlotte
Jianping Fan , University of North Carolina, Charlotte
Hangzai Luo , East China Normal University
<p>A cross-modal, tag-cleansing algorithm addresses tag uncertainty by automatically addressing the visual similarities of weakly tagged images with the semantic similarities of their tags.</p>
tag network, cross-modal tag cleansing, weakly-tagged images
Yuejie Zhang, Chunlei Yang, Yi Shen, Ning Zhou, Jianping Fan, Hangzai Luo, "A Cross-Modal Approach to Cleansing Weakly Tagged Images", IEEE MultiMedia, vol.17, no. 4, pp. 18-25, October-December 2010, doi:10.1109/MMUL.2010.45
1. M.R. Boutell, J. Luo, and C.M. Brown, "Scene Parsing using Region-Based Generative Models," IEEE Trans. Multimedia, vol. 9, no. 1, 2007, pp.136-146.
2. J. Fan et al., "Integrating Visual and Semantic Contexts for Topic Network Generation and Word Sense Disambiguation," Proc. ACM Int'l Conf. Image and Video Retrieval, ACM Press, 2009.
3. S. Golder and B. Huberman, "The Structure of Collaborative Tagging Systems," HP lab report, Hewlett-Packard, 2006.
4. G. Marchionini, "Exploratory Search: From Finding to Understanding," Comm. ACM, vol. 49, no. 4, 2006, pp. 41-46.
5. J. Fan et al., "JustClick: Personalized Image Recommendation via Exploratory Search from Large-Scale Flickr Images," IEEE Trans. Circuits and Systems for Video Tech., vol. 19, no. 2, 2009, pp. 273-288.
6. Z. Zha et al., "Visual Query Suggestion," Proc. ACM Multimedia, ACM Press, 2009, pp. 15-24.
7. S. Brin and L. Page, "The Anatomy of a Large-Scale Hypertextual Web Search Engine," Proc. 7th Int'l World Wide Web Conf., ACM Press, 1998.
8. M. Naphade et al., "Large-Scale Concept Ontology for Multimedia," IEEE MultiMedia, vol. 13, no. 6, 2006.
9. R. Fergus, P. Perona, and A. Zisserman, "A Visual Category Filter for Google Images," Proc. 8th European Conf. Computer Vision, LNCS 3021, Springer, 2004.
10. D. Cai et al., "Hierarchical Clustering of WWW Image Search Results Using Visual, Textual, and Link information," Proc. ACM Multimedia, ACM Press, 2004.
11. C.H. Brooks and N. Montanez, "Improved Annotation of the Blogosphere via Autotagging and Hierarchical Clustering," Proc. Int'l World Wide Web Conf., ACM Press, 2006.
12. G. Begelman, P. Keller, and F. Smadja, "Automated Tag Clustering: Improving Search and Exploration in the Tag Space," Proc. Int'l World Wide Web Conf., ACM Press, 2006.
13. K. Barnard and M. Johnson, "Word Sense Disambiguation with Pictures," Artificial Intelligence, vol. 167, 2005, pp. 13-30.
14. W. Hsu, L. Kennedy, and S.-F. Chang, "Video Search Reranking via Information Bottleneck Principle," Proc. ACM Multimedia, ACM Press, 2006.
15. B. Frey and D. Dueck, "Clustering by Passing Messages between Data Points," Science, vol. 315, 2007, pp. 972-976.
16. W. Hsu, L. Kennedy, and S.F. Chang, "Video Search Reranking through Random Walk Over Document-Level Context Graph," Proc. ACM Multimedia, ACM Press, 2007.
17. C. Fell Baum, WordNet: An Electronic Lexical Database, MIT Press, 1998.
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