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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 a Pavel ZEZULA. Building Self-Organized Image Retrieval Network. Online. In \textit{Proceeding of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval (LSDS-IR'08)}. USA: ACM New York, 2008. s.~51-58. ISBN~978-1-60558-254-2. [citováno 2024-04-23]
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