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@inproceedings{775913, author = {Bartoň, Stanislav and Dohnal, Vlastislav and Sedmidubský, Jan and Zezula, Pavel}, address = {USA}, booktitle = {Proceeding of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval (LSDS-IR'08)}, keywords = {content-based image retrieval; peer-to-peer network; self-organized system; social networking}, language = {eng}, location = {USA}, isbn = {978-1-60558-254-2}, pages = {51-58}, publisher = {ACM New York}, title = {Building Self-Organized Image Retrieval Network}, year = {2008} }
TY - JOUR ID - 775913 AU - Bartoň, Stanislav - Dohnal, Vlastislav - Sedmidubský, Jan - Zezula, Pavel PY - 2008 TI - Building Self-Organized Image Retrieval Network PB - ACM New York CY - USA SN - 9781605582542 KW - content-based image retrieval KW - peer-to-peer network KW - self-organized system KW - social networking N2 - We propose a self-organized content-based Image Retrieval Network (IRN) that is inspired by a Metric Social Network (MSN) search system. The proposed network model is strictly data-owner oriented so no data redistribution among peers is needed in order to efficiently process queries. Thus a shared database where each peer is fully in charge of its data, is created. The self-organization of the network is obtained by exploiting the social-network approach of the MSN -- the connections between peers in the network are created as social-network relationships formed on the basis of a query-answer principle. The knowledge of answers to previous queries is used to fast navigate to peers, possibly containing the best answers to new queries. Additionally, the network uses a randomized mechanism to explore new and unvisited parts of the network. In this way, the self-adaptability and robustness of the system are achieved. The proposed concepts are verified using a real network consisting of 2,000 peers containing descriptive features of 10 million images from the Flickr Photo Sharing system. ER -
BARTOŇ, Stanislav, Vlastislav DOHNAL, Jan SEDMIDUBSKÝ and Pavel ZEZULA. Building Self-Organized Image Retrieval Network. In \textit{Proceeding of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval (LSDS-IR'08)}. USA: ACM New York, 2008, p.~51-58. ISBN~978-1-60558-254-2.
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