Text mining for automatic image tagging

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference

Volumn 2, Issue , 2010, Pages 647-655

  Leong, Chee Wee ^a   Mihalcea, Rada ^a   Hassan, Samer ^a  

^a Center for Advanced Research and Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; EXTRACTIVE APPROACH; IMAGE FEATURES; TEXT MINING;

COMPUTATIONAL LINGUISTICS;

DATA MINING;

EID: 80053423348     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (27)

1. Kobus Barnard and David Forsyth. 2001. Learning the semantics of words and pictures. In Proceedings of International Conference on Computer Vision.
2. David Blei and John Lafferty. 2007. A correlated topic model of science. In Annals of Applied Statistics, volume 1, pages 17-35.
3. Chih-Chung Chang and Chih-Jen Lin, 2001. LIBSVM: a library for support vector machines.
4. Brendan Collins, Jia Deng, Kai Li, and Li Fei-Fei. 2008. Towards scalable dataset construction: An active learning approach. In Proceedings of European Conference on Computer Vision.
5. Koen Deschacht and Marie-Francine Moens. 2007. Text analysis for automatic image annotation. In Proceedings of the Association for Computational Linguistics.
6. Pinar Duygulu, Kobus Barnard, Nando de Freitas, and David Forsyth. 2002. Object recognition as machine translation:learning a lexicon for a fixed image vocabulary. In Proceedings of the 7th European Conference on Computer Vision.
7. Yansong Feng and Mirella Lapata. 2008. Automatic image annotation using auxiliary text information. In Proceedings of the Association for Computational Linguistics.
8. Rob Fergus, Pietro Perona, and Andrew Zisserman. 2003. Object class recognition by unsupervised scale-invariant learning. In Proceedings of the International Conference on Computer Vision and Pattern Recognition.
9. Evgeniy Gabrilovich and Shaul Markovitch. 2007. Computing semantic relatedness using wikipediabased explicit semantic analysis. In International Joint Conferences on Artificial Intelligence.
10. Michael Grubinger, Clough Paul, Mller Henning, and Deselaers Thomas. 2006. The iapr benchmark: A new evaluation resource for visual information systems. In International Conference on Language Resources and Evaluation.
11. Jiwoon Jeon, Victor Lavrenko, and R Manmatha. 2003. Automatic image annotation and retrieval using cross-media relevance models. In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval.
12. Yohan Jin, Latifur Khan, Lei Wang, and Mamoun Awad. 2005. Image annotations by combining multiple evidence & wordnet. In Proceedings of Annual ACM Multimedia.
13. Miroslav Kubat and Stan Matwin. 1997. Addressing the curse of imbalanced training sets: one-sided selection. In Proceedings of International Conference on Machine Learning.
14. Li-Jia Li and Li Fei-Fei. 2008. Optimol: automatic online picture collection via incremental model learning. In International Journal of Computer Vision.
15. Wei Li and Andrew McCallum. 2006. Pachinko allocation: Dag-structured mixture models of topic correlations. In Proceedings of the International Conference on Machine learning.
16. Jia Li and James Wang. 2008. Real-time computerized annotation of pictures. In Proceedings of International Conference on Computer Vision.
17. Ameesh Makadia, Vladimir Pavlovic, and Sanjiv Kumar. 2008. A new baseline for image annotation. In Proceedings of European Conference on Computer Vision.
18. Diana McCarthy and Roberto Navigli. 2007. The semeval English lexical substitution task. In Proceedings of the ACL Semeval workshop.
19. Rada Mihalcea and Chee Wee Leong. 2009. Towards communicating simple sentences using pictorial representations. In Machine Translation, volume 22, pages 153-173.
20. Rada Mihalcea and Paul Tarau. 2004. Textrank: Bringing order into texts. In Proceedings of Empirical Methods in Natural Language Processing.
21. Rada Mihalcea, Courtney Corley, and Carlo Strapparava. 2006. Corpus-based and knowledge-based measures of text semantic similarity. In Proceedings of Association for the Advancement of Artificial Intelligence, pages 775-780. (Pubitemid 44705374)
22. Helmut Schmid. 1994. Probabilistic part-of-speech tagging using decision trees. In Proceedings of the International Conference on New Methods in Language Processing.
23. Rion Snow, Brendan O'Connor, Daniel Jurafsky, and Andrew Ng. 2008. Cheap and fast - but is it good? evaluating non-expert annotations for natural language tasks. In Proceedings of Empirical Methods in Natural Language Processing.
24. Srihari and Burhans. 1994. Visual semantics: Extracting visual information from text accompanying pictures. In Proceedings of the American Association for Artificial Intelligence.
25. Munirathnam Srikanth, Joshua Varner, Mitchell Bowden, and Dan Moldovan. 2005. Exploiting ontologies for automatic image annotation. In Proceedings of the ACM Special Interest Group on Research and Development in Information Retrieval.
26. Luis von Ahn and Laura Dabbish. 2004. Labeling images with a computer game. In Proceedings of the ACM Special Interest Group on Computer Human Interaction.
27. Chong Wang, David Blei, and Li Fei-Fei. 2009. Simultaneous image classification and annotation. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.