Using Pseudo-relevance feedback to improve image retrieval results

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5152 LNCS, Issue , 2008, Pages 665-673

  Torjmen, Mouna ^a   Pinel Sauvagnat, Karen ^a   Boughanem, Mohand ^a  

^a IRIT   (France)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ENHANCEMENT; IMAGE RETRIEVAL; LINGUISTICS; QUERY PROCESSING;

COMBINATION METHOD; LINEAR FUNCTIONS; LOW-LEVEL FEATURES; MEDICAL RETRIEVAL TASKS; PSEUDO RELEVANCE FEEDBACK; SIMILAR IMAGE; TEXTUAL INFORMATION; TEXTUAL QUERY;

SEARCH ENGINES;

EID: 70349828884     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-85760-0_85     Document Type: Conference Paper

References (17)

1. Westerveld, T.: Image retrieval: Content versus context. In: Content-Based Multimedia Information Access, RIAO 2000 Conference Proceedings, pp. 276-284 (2000)
2. Deselaers, T., M̈uller, H., Clogh, P., Ney, H., Lehmann, T.M.: The clef 2005 automatic medical image annotation task. International Journal of Computer Vision 74(1), 51-58 (2007)
3. Boll, S., Klas, W., Wandel, J.: A cross-media adaptation strategy for multimedia presentations. In: ACM Multimedia (1), pp. 37-46 (1999)
4. Jones, G.J.F., Burke, M., Judge, J., Khasin, A., Lam-Adesina, A.M., Wagner, J.: Dublin city university at clef 2004: Experiments in monolingual, bilingual and multilingual retrieval. In: CLEF, pp. 207-220 (2004)
5. Mori, Y., Takahashi, H., Oka, R.: Image-to-word transformation based on dividing and vector quantizing images with words (1999)
6. Zhao, R., Grosky, W.: Narrowing the semantic gap - improved text-based web document retrieval using visual features (2002)
7. Lin, W.C., Chang, Y.C., Chen, H.H.: Integrating textual and visual information for cross-language image retrieval: A trans-media dictionary approach. Inf. Process. Manage. 43(2), 488-502 (2007)
8. Lin, W.C., Chang, Y.C., Chen, H.H.: Integrating textual and visual information for cross-language image retrieval. In: Proceedings of the Second Asia Information Retrieval Symposium, pp. 454-466 (2005)
9. Chang, Y.C., Lin, W.C., Chen, H.H.: A corpus-based relevance feedback approach to cross-language image retrieval. In: Peters, C., Gey, F.C., Gonzalo, J., M̈uller, H., Jones, G.J.F., Kluck, M., Magnini, B., de Rijke, M., Giampiccolo, D. (eds.) CLEF 2005. LNCS, vol.4022, pp. 592-601. Springer, Heidelberg (2006)
10. Maillot, N., Chevallet, J.P., Valea, V., Lim, J.H.: Ipal inter-media pseudo-relevance feedback approach to imageclef 2006 photo retrieval. In: Working Notes for the CLEF 2006 Workshop, 20-22 September, Alicante, Spain (2006)
11. Sauvagnat, K.: Mod́ele .exible pour la recherche d'information dans des corpus de documents semi-structuŕes. PhD thesis, Toulouse: Paul Sabatier University (2005)
12. Deselaers, T., Keysers, D., Ney, H.: FIRE - .exible image retrieval engine: ImageCLEF 2004 evaluation. In: CLEF Workshop (2004) (2004)
13. M̈uller, H., Deselaers, T., Kim, E., Kalpathy-Cramer, J., Deserno, T.M., Clough, P., Hersh, W.: Overview of the ImageCLEFmed 2007 medical retrieval and annotation tasks. In: Working Notes of the 2007 CLEF Workshop, Budapest, Hungary (2007)
14. Grubinger, M., Clough, P., Hanbury, A., M̈uller, H.: Overview of the ImageCLEF 2007 photographic retrieval task. In: Working Notes of the 2007 CLEF Workshop, Budapest, Hungary (2007)
15. Mass, Y., Mandelbrod, M.: Experimenting various user models for XML retrieval. In: [17] (2005)
16. Snoek, C.G.M., Worring, M., van Gemert, J.C., Geusebroek, J.M., Smeulders, A.W.M.: The challenge problem for automated detection of 101 semantic concepts in multimedia. In: MULTIMEDIA 2006: Proceedings of the 14th annual ACM international conference on Multimedia, pp. 421-430. ACM Press, New York (2006)
17. Fuhr, N., Lalmas, M., Malik, S., Kazai, G.: INEX 2005 workshop proceedings (2005)