Abstract
This paper proposes a methodology for effectiveness evaluation in content-based image retrieval systems. The methodology is based on the opinion of real users. This paper also presents the results of using this methodology to evaluate color descriptors for Web image retrieval. The experiments were performed using a database containing more than 230 thousand heterogeneous images that represents the existing content on the Web.
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Penatti, O.A.B., da Silva Torres, R.: Color descriptors for web image retrieval: A comparative study. In: XXI Sibgrapi, pp. 163–170 (2008)
da Silva Torres, R., Falcão, A.X.: Content-Based Image Retrieval: Theory and Applications. Revista de Informática Teórica e Aplicada 13(2), 161–185 (2006)
Gonçalves, M.A., Fox, E.A., Krowne, A., Calado, P., Laender, A.H.F., da Silva, A.S., Ribeiro-Neto, B.A.: The effectiveness of automatically structured queries in digital libraries. In: JCDL, pp. 98–107 (2004)
Swain, M.J., Ballard, D.H.: Color indexing. International Journal of Computer Vision 7(1), 11–32 (1991)
Huang, J., Kumar, S.R., Mitra, M., Zhu, W., Zabih, R.: Image indexing using color correlograms. In: CVPR, p. 762 (1997)
Manjunath, B.S., Ohm, J.R., Vasudevan, V.V., Yamada, A.: Color and texture descriptors. IEEE Trans. on Circuits and Systems for Video Tech. 11(6), 703–715 (2001)
de Oliveira Stehling, R., Nascimento, M.A., Falcão, A.X.: A compact and efficient image retrieval approach based on border/interior pixel classification. In: CIKM, pp. 102–109 (2002)
Lu, T., Chang, C.: Color image retrieval technique based on color features and image bitmap. Information Processing and Management 43(2), 461–472 (2007)
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Penatti, O.A.B., da S. Torres, R. (2010). User-Oriented Evaluation of Color Descriptors for Web Image Retrieval. In: Lalmas, M., Jose, J., Rauber, A., Sebastiani, F., Frommholz, I. (eds) Research and Advanced Technology for Digital Libraries. ECDL 2010. Lecture Notes in Computer Science, vol 6273. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15464-5_63
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DOI: https://doi.org/10.1007/978-3-642-15464-5_63
Publisher Name: Springer, Berlin, Heidelberg
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