Abstract
The aim of this paper is to analyze the technologies designed and used in the context of XRCE’s participation in the Photo Retrieval Task of ImageCLEF 2009 [1]. We evaluate and compare different mono and multimedia retrieval methods and two distinct diversity-seeking strategies as well. Our analysis allows us to better understand which combinations of basic approaches are the best ones. It appears that taking advantage of the multimodal nature of the data by means of our cross-modal similarities technique and leveraging different text representations of the topics in the goal of covering distinct related subtopics, allow us to tackle the Photo Retrieval Task effectively.
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References
Paramita, M., Sanderson, M., Clough, P.: Diversity in photo retrieval: overview of the ImageCLEFPhoto task 2009. In: Peters, C., et al. (eds.) CLEF 2009 Workshop, Part II. LNCS, vol. 6242, pp. 45–59. Springer, Heidelberg (2010), http://www.imageclef.org/2009/photo
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Ah-Pine, J., Clinchant, S., Csurka, G., Liu, Y.: XRCE’s participation to ImageCLEF 2009. In: Working Notes of the 2009 CLEF Workshop, Crete, Greece (2009)
Ah-Pine, J., Cifarelli, C., Clinchant, S., Csurka, G., Renders, J.: XRCE’s participation to ImageCLEF 2008. In: Peters, C., Deselaers, T., Ferro, N., Gonzalo, J., Jones, G.J.F., Kurimo, M., Mandl, T., Peñas, A., Petras, V. (eds.) CLEF 2008. LNCS, vol. 5706. Springer, Heidelberg (2009)
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Ah-Pine, J., Clinchant, S., Csurka, G. (2010). Comparison of Several Combinations of Multimodal and Diversity Seeking Methods for Multimedia Retrieval. In: Peters, C., et al. Multilingual Information Access Evaluation II. Multimedia Experiments. CLEF 2009. Lecture Notes in Computer Science, vol 6242. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15751-6_13
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DOI: https://doi.org/10.1007/978-3-642-15751-6_13
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15750-9
Online ISBN: 978-3-642-15751-6
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