Semantic image retrieval and auto-annotation by converting keyword space to image space

MMM2006: 12th International Multi-Media Modelling Conference - Proceedings

Volumn 2006, Issue , 2006, Pages 153-160

  Celebi, Erbug ^a   Alpkocak, Adil ^a  

^a DOKUZ EYLUL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; FEATURE EXTRACTION; IMAGE MATCHING; QUERY PROCESSING; SEMANTICS;

SEMANTIC KEYWORDS; VISUAL CLUSTERING;

IMAGE RETRIEVAL;

EID: 34047267322     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Brown, P. & Pietra, S. & Pietra, V. & Mercer, Robert: "The Mathematics of Machine Translation; Parameter Estimation". Computational Linguistics, 19, pp. 263-312, 1993.
2. Can, F., Ozkarahan, E.A. [1990]. "Concepts and Effectiveness of the Cover Coefficient Based Clustering Methodology for Text Databases", ACM Transactions on Database Systems, Vol. 15, No. 4.
3. Duygulu, P. & Barnard, K. & Freitas, J.F.G. & Forsyth, D. A.: "Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary". European Conference on Computer Vision (ECCV2002), 2002.
4. James Z. Wang, Jia Li, and Gio Wiederhold: SIMPLIcity, "Semantics-Sensitive Integrated Matching for Picture Libraries". IEEE Trans. ON PAMI VOL. 23, NO. 9, 2001.
5. Hofmann, T.: "Unsupervised Learning by Probabilistic Latent Semantic Analysis", Machine Learning, 2001.
6. Rong Zhao, William I. Grosky: "Bridging the semantic gap in image retrieval", Distributed multimedia databases: techniques A applications, 2002.
7. Monay, F., & Gatica-Perez, Daniel.: "On Image Auto-Annotation with Latent Space Model". ACM MM'03
8. M.J.L. de Hoon, S. Imoto, J. Nolan and S. Miyano: Open source clustering software http://bonsai.ims.u-tokyo.ac.jp/~mdehoon/software/cluster/
9. Smeulders, A. W. M., Worring, M., Santini, S., Gupta, A., & Jain, R.; "Content-Based Image Retrieval at the End of the Early Years", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 12, 2000.
10. Town, C.P. & Sinclair, D.: "Content based Image Retrieval using Semantic Visual Category". Society for Manufacturing Engineers, Technical Report MV01-211, 2001.
11. Y. Mori, H. Takahashi, and R. Oka. "Image-to-word transformation based on dividing and vector quantizing images with words". First International Workshop on Multimedia Intelligent Storage and Retrieval Management, 1999.
12. Esen Ozkarahan, Database Machines and Database Management, Prentice Hall, 1986.
13. G.Cameiro and N.Vasconcelos "Formulating Semantic Image Annotation as a Supervised Learning Problem". IEEE CVPR 2005.
14. S.L.Feng, R.Manmatha, and V.Lavrenko. "Multiple Bernoulli relevance models for image and video annotation" IEEE CVPR 2004
15. J.Jeon, V.Lavrenko, R.Manmatha. "Automatic Image Annotation and Retrieval using Cross-Media Relevence Models ". ACM SIGIR 2003