Abstract
This paper describes the participation of the MIRACLE team at the ImageCLEF Photographic Retrieval task of CLEF 2008. We succeeded in submitting 41 runs. Obtained results from text-based retrieval are better than content-based as previous experiments in the MIRACLE team campaigns [5, 6] using different software. Our main aim was to experiment with several merging approaches to fuse text-based retrieval and content-based retrieval results, and it happened that we improve the text-based baseline when applying one of the three merging algorithms, although visual results are lower than textual ones.
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References
Arni, T., Clough, P., Sandersin, M., Grubinger, M.: Overview of the ImageCLEFphoto 2008 Photographic Retrieval Task. In: Peters, C., et al. (eds.) CLEF 2008. LNCS, vol. 5706, pp. 500–511. Springer, Heidelberg (2008)
Granados, R., Benavent, X., García-Serrano, A., Goñi, J.M.: MIRACLE-FI at ImageCLEFphoto 2008: Experiences in merging Text-based and Content-based Retrievals. In: Working Notes of the 2008 CLEF Workshop, Aarhust, Denmark (September 2008)
Grubinger, M., Clough, P., Müller, H., Deselaers, T.: The IAPR-TC12 benchmark: A new evaluation resource for visual information systems. In: International Workshop OntoImage’2006 Language Resources for Content-Based Image Retrieval, held in conjunction with LREC 2006, Genoa, Italy, May 2006, pp. 13–23 (2006)
Leon, T., Zuccarello, P., Ayala, G., de Ves, E., Domingo, J.: Applying logistic regression to relevance feedback in image retrieval systems. Pattern Recognition 40, 2621–2632 (2007)
Martínez-Fernández, J.L., Villena-Román, J., García-Serrano, A., González-Cristóbal, J.C.: Combining Textual and Visual Features for Cross-Language Medical Image Retrieval. In: Peters, C., Gey, F.C., Gonzalo, J., Müller, H., Jones, G.J.F., Kluck, M., Magnini, B., de Rijke, M., Giampiccolo, D. (eds.) CLEF 2005. LNCS, vol. 4022, pp. 712–723. Springer, Heidelberg (2006)
Villena-Román, J., Lana-Serrano, S., Martínez-Fernández, J.L., González-Cristóbal, J.-C.: MIRACLE at ImageCLEFphoto 2007: Evaluation of Merging Strategies for Multilingual and Multimedia Information Retrieval. In: Peters, C., Jijkoun, V., Mandl, T., Müller, H., Oard, D.W., Peñas, A., Petras, V., Santos, D. (eds.) CLEF 2007. LNCS, vol. 5152, pp. 500–503. Springer, Heidelberg (2008)
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García-Serrano, A., Benavent, X., Granados, R., Goñi-Menoyo, J.M. (2009). Some Results Using Different Approaches to Merge Visual and Text-Based Features in CLEF’08 Photo Collection. In: Peters, C., et al. Evaluating Systems for Multilingual and Multimodal Information Access. CLEF 2008. Lecture Notes in Computer Science, vol 5706. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04447-2_69
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DOI: https://doi.org/10.1007/978-3-642-04447-2_69
Publisher Name: Springer, Berlin, Heidelberg
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