Abstract
More and more applications require peer-to-peer (P2P) systems to support complex queries over multi-dimensional data. The retrieval facilities of most P2P systems are limited to queries based on a unique identifier or a small set of keywords. The techniques used for this purpose are hardly applicable for content-based video retrieval in a P2P network (CBP2PVR). In this paper, we present the design of a distributed P2P video sharing system that supports content-based video retrieval. First we will propose the compact signature generation of video shot which can be distributed in a P2P network and used as the basis for a source selection. Second, a Global Indexing structure based on proposed novel PVR-tree index schema allows communicating only with a small fraction of all peers during query processing without deteriorating the result quality significantly. We will also present experimental results confirming our approach.
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References
Yang, B., Garcia-Molina, H.: Designing a Super-Peer Network. In: Int’l Conf. Data Engineering, pp. 49–60 (2003)
Yeung, M.M., Liu, B.: Efficient matching and clustering of video shots. In: IEEE Int’l Conf. Image Processing, DC, USA, vol. 1, pp. 338–341 (1995)
Berchtold, S., Keim, D.A.: Indexing High-Dimensional Spaces: Database Support for Next Decade’s Applications. ACM Computing Surveys 33, 322–373 (2001)
Strang, G.: Linear Algebra and its Applications, 2nd edn. Academic, New York (1980)
Kanth, K.V.R., Agrawal, D., Singh, A.: Dimensionality reduction for similarity searching in dynamic databases. In: ACM SIGMOD Int. Conf. Management of Data, pp. 166–176 (1998)
Cha, G.H., Zhu, X., Petkovic, D., Chung, C.W.: An Efficient Indexing Method for Nearest Neighbor Searches in High-Dimensional Image Databases. IEEE Tran. On Multimedia 4(1), 76–87 (2002)
Mondal, A., Lifu, Y., Kitsuregawa, M.: P2PR-Tree: An R-Tree-Based Spatial Index for Peer-to-Peer Environments. In: Lindner, W., Mesiti, M., Türker, C., Tzitzikas, Y., Vakali, A.I. (eds.) EDBT 2004. LNCS, vol. 3268, pp. 516–525. Springer, Heidelberg (2004)
Tanin, E., Harwood, A.: A Distributed Quadtree Index for Peer-to-Peer Settings. In: Int’l Conf. Data Engineering, pp. 254–255 (2005)
Liu, B., Lee, W.C., Lee, D.L.: Supporting Complex Multi-dimensional Queries in P2P Systems (with). In: IEEE Int’l Conf. Distributed Computing Systems, pp. 155–164 (2005)
Tang, C., Xu, Z., Mahalingam, M.: pSearch: Information retrieval in structured overlays. In: First Workshop on Hot Topics in Networks. Princeton, NJ (2002)
Squire, D.M., Müller, W., Müller, H., Raki, J.: Content-based query of image databases, inspirations from text retrieval: inverted files, frequency-based weights and relevance feedback. In: 11th Scandinavian Conf. on Image Analysis. Kangerlussuaq, Greenland (1999)
Shen, H.T., Shu, Y., Yu, B.: Efficient Semantic-Based Content Search in P2P Network. IEEE Tran. On Knowledge and Data Engineering 16(7), 813–826 (2004)
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Hsiao, MH., Tsai, WJ., Lee, SY. (2006). Searching the Video: An Efficient Indexing Method for Video Retrieval in Peer to Peer Network. In: Cham, TJ., Cai, J., Dorai, C., Rajan, D., Chua, TS., Chia, LT. (eds) Advances in Multimedia Modeling. MMM 2007. Lecture Notes in Computer Science, vol 4352. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69429-8_18
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DOI: https://doi.org/10.1007/978-3-540-69429-8_18
Publisher Name: Springer, Berlin, Heidelberg
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