Abstract
Multimedia exploration is an entertaining approach for multimedia retrieval enabling users to interactively browse and navigate through multimedia collections in a content-based way. The multimedia exploration approach extends the traditional query-by-example retrieval scenario to be a more intuitive approach for obtaining a global overview over an explored collection. However, novel exploration scenarios require many user studies demonstrating their benefits. In this paper, we present results of an extensive user study focusing on the comparison of 3-layer Multilayer Exploration Structure (MLES) structure with standard flat k-NN browsing. The results of the user study show that principles of the MLES lead to better effectiveness of the exploration process, especially when searching for a first object of the searched concept in an unknown collection.
Keywords
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Barthel, K.U., Hezel, N., Mackowiak, R.: ImageMap - visually browsing millions of images. In: He, X., Luo, S., Tao, D., Xu, C., Yang, J., Hasan, M.A. (eds.) MMM 2015, Part II. LNCS, vol. 8936, pp. 287–290. Springer, Heidelberg (2015)
Beecks, C., Driessen, P., Seidl, T.: Index support for content-based multimedia exploration. In: International Conference on Multimedia, pp. 999–1002. ACM (2010)
Budikova, P., Batko, M., Zezula, P.: Evaluation platform for content-based image retrieval systems. In: Gradmann, S., Borri, F., Meghini, C., Schuldt, H. (eds.) TPDL 2011. LNCS, vol. 6966, pp. 130–142. Springer, Heidelberg (2011)
Heesch, D.: A survey of browsing models for content based image retrieval. Multimedia Tools Appl. 40(2), 261–284 (2008)
Lokoč, J., Grošup, T., Čech, P., Skopal, T.: Towards efficient multimedia exploration using the metric space approach. In: Content-Based Multimedia Indexing (2014)
Navarro, G.: Searching in metric spaces by spatial approximation. The VLDB Journal 11(1), 28–46 (2002)
Skopal, T., Pokorný, J., Snášel, V.: PM-tree: pivoting metric tree for similarity search in multimedia databases. In: Advances in Databases and Information Systems (2004)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Moško, J., Lokoč, J., Grošup, T., Čech, P., Skopal, T., Lánský, J. (2015). Evaluating Multilayer Multimedia Exploration. In: Amato, G., Connor, R., Falchi, F., Gennaro, C. (eds) Similarity Search and Applications. SISAP 2015. Lecture Notes in Computer Science(), vol 9371. Springer, Cham. https://doi.org/10.1007/978-3-319-25087-8_15
Download citation
DOI: https://doi.org/10.1007/978-3-319-25087-8_15
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-25086-1
Online ISBN: 978-3-319-25087-8
eBook Packages: Computer ScienceComputer Science (R0)