Combining textual and visual ontologies to solve medical multimodal queries

2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings

Volumn 2006, Issue , 2006, Pages 1853-1856

  Radhouani, Saïd ^a   Lim, Joo Hwee ^b   Chevallet, Jean Pierre ^b   Falquet, Gilles ^a  

^a UNIVERSITY OF GENEVA   (Switzerland)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; HOSPITAL DATA PROCESSING; PROBLEM SOLVING; QUERY PROCESSING; TEXT PROCESSING; VISUAL COMMUNICATION;

MEDICAL MULTIMODAL QUERIES; TEXTUAL ONTOLOGY; VECTOR SPACE MODELS; VISUAL ONTOLOGY;

ONTOLOGY;

EID: 34247575259     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2006.262915     Document Type: Conference Paper

References (14)

1. C. Alvarez, A. I. Oumohmed, M. Mignotte, J.-Y. Nie. Toward CrossLanguage and Cross-Media Image Retrieval. Proc. of Multilingual Information Access for Text, Speech and Images. Proceedings of the 5th Workshop of the Cross-Language Evaluation Forum. CLEF 2004, Vol. 3491 of LNCS, Springer, UK, pp, 676-687, September 2004.
2. M. Baziz, N. Aussenac-Gilles, M. Boughanem. Désambiguisation et Expansion de Requêtes dans un SRI, Etude de l'apport des liens sémantiques, Revue des Sciences et Technologies de l'Information (RSTI) série ISI, Hermes, V. 8, N. 4/2003, p. 113-136, 2003.
3. Chevallet, J.P.: X-iota: An open xml framework for IR experimentation application on multiple weighting scheme tests in a bilingual corpus. Lecture Notes in Computer Science, Vol. 3211. AIRS'04 Conference, pp263-280, Beijing, 2004.
4. Chevallet, J.P., Lim, J.H, Radhouani, S.: Using Ontology Dimensions and Negative Expansion to solve Precise Queries in CLEF Medical Task. In CLEF Workhop, Working Notes in Cross-Language Retrieval in Image Collections Track, Vienna, Austria, 2005.
5. Clough, P., Muller, H.: The clef cross language image retrieval track 2005. http://ir.shef.ac.uk/imageclef2005/ [visited on November 2005]
6. Guyot, J., Radhouani, S., Falquet, G.: Ontology-based multilingual information retrieval, In CLEF Workhop, Working Notes Multilingual Track, Vienna, Austria, 2005.
7. Jeon, J, Lavrenko, V., and Manmatha, R. Automatic Image Annotation and Retrieval using Cross-Media Relevance Models. In Proceedings of the 26th Annual International ACM SIGIR Conferece on Computer Vision, Vol. 4, pp.97-112, 2003.
8. J.H. Lim & J.-P. Chevallet, "VisMed: a visual vocabulary approach for medical image indexing and retrieval," in Proc. of Asia Information Retrieval Symposium, pp. 84-96, 2005.
9. J.H. Lim & J.S. Jin, J.S., "A structured learning framework for content-based image indexing and visual query," Multimedia Systems Journal, 10(4): 317-331, 2005.
10. W.-C. Lin, Y.-C. Chang, H.-H. Chen, From Text to Image: Generating Visual Query for Image Retrieval, Proc. of Multilingual Information Access for Text, Speech and Images. Proceedings of the 5th Workshop of the Cross-Language Evaluation Forum. CLEF 2004, Vol. 3491 of LNCS, Springer, UK, pp. 664-675, September 2004.
11. H. Müller, A. Geissbüuhler, P. Ruch. Report on the CLEF Experiment: Combining Image and Multi-lingual Search for Medical- Springer Lecture Notes in Computer Science, 2005.
12. Salton, G.: Automatic Text Processing : The Transformation, Analysis and Retrieval of Information by Computer. Addison-Wesley,1989.
13. Y. Qiu, H.-P. Frei. Concept based query expansion. In Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval, New York, pp. 160-169. 1993.
14. E. M. Voorhees. Query expansion using lexical-semantic relations. In Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, Springer-Verlag New York, pp. 61-69, 1994.