Tag refinement by regularized LDA

MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums

Volumn , Issue , 2009, Pages 573-576

  Xu, Hao ^a   Wang, Jingdong ^b   Hua, Xian Sheng ^b   Li, Shipeng ^b  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b MICROSOFT RESEARCH ASIA   (China)

Author keywords

Regularized LDA; Tag refinement; Tag relevance

Indexed keywords

GRAPHICAL MODEL; IMAGE CONTENT; LATENT DIRICHLET ALLOCATION; REGULARIZED LDA; TAG SIMILARITY;

FEATURE EXTRACTION; GRAPHIC METHODS; METHOD OF MOMENTS; MINING; MULTIMEDIA SYSTEMS; REFINING; TECHNICAL PRESENTATIONS;

IMAGE RETRIEVAL;

EID: 72449152893     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1631272.1631359     Document Type: Conference Paper

References (9)

1. D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent dirichlet allocation. The Journal of Machine Learning Research, 3:993-1022, 2003.
2. S. Deerwester, S. T. Dumais, G. W. Furnas, T. K. Landauer, and R. Harshman. Indexing by latent semantic analysis. Journal of the American society for information science, 41(6):391-407, 1990.
3. T. Hofmann. Probabilistic latent semantic indexing. In Proceedings of the 22nd international ACM SIGIR conference on Research and development in information retrieval, pages 50-57, Berkeley, United States, 1999.
4. J. Jia, N. Yu, X. Rui, and M. Li. Multi-graph similarity reinforcement for image annotation refinement. In 15th IEEE International Conference on Image Processing, 2008. ICIP 2008, pages 993-996, 2008.
5. Y. Jin, L. Khan, L. Wang, and M. Awad. Image annotations by combining multiple evidence & wordNet. In Proceedings of the 13th ACM international conference on Multimedia, pages 706-715. New York, USA, 2005.
6. X. Li, C. G. M. Snoek, and M. Worring. Learning tag relevance by neighbor voting for social image retrieval. In Proceedings of the ACM International Conference on Multimedia Information Retrieval, pages 180-187, 2008.
7. D. Liu, X. S. Hua, L. Yang, M. Wang, and H. J. Zhang. Tag ranking. In Proceedings of the 18th international conference on World wide web, pages 351-360. New York, USA, 2009.
8. C. Wang, F. Jing, L. Zhang, and H. Zhang. Content-based image annotation refinement. In Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Minneapolis, Minnesota, 2007.
9. C. Wang, F. Jing, L. Zhang, and H. J. Zhang. Image annotation refinement using random walk with restarts. In Proceedings of the 14th ACM international conference on Multimedia, pages 647-650. New York, USA, 2006.