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@inproceedings{773974,
author = {Batko, Michal and Falchi, Fabrizio and Lucchese, Claudio and Novák, David and Perego, Raffaele and Rabitti, Fausto and Sedmidubský, Jan and Zezula, Pavel},
address = {Mondello},
booktitle = {Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems},
keywords = {similarity search; content-based image retrieval; metric space; MPEG-7 descriptors; peer-to-peer search network},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Mondello},
isbn = {978-88-6122-154-3},
pages = {382-389},
publisher = {Salvatore Gaglio, Ignazio Infantino, Domenico Sacca},
title = {Crawling, Indexing, and Similarity Searching Images on the Web},
year = {2008}
}
TY - JOUR
ID - 773974
AU - Batko, Michal - Falchi, Fabrizio - Lucchese, Claudio - Novák, David - Perego, Raffaele - Rabitti, Fausto - Sedmidubský, Jan - Zezula, Pavel
PY - 2008
TI - Crawling, Indexing, and Similarity Searching Images on the Web
PB - Salvatore Gaglio, Ignazio Infantino, Domenico Sacca
CY - Mondello
SN - 9788861221543
KW - similarity search
KW - content-based image retrieval
KW - metric space
KW - MPEG-7 descriptors
KW - peer-to-peer search network
N2 - In this paper, we report on our experience in building an experimental similarity search system on a test collection of more than 50 million images, to show the possibility to scale Content-based Image Retrieval (CBIR) systems towards the Web size. First, we had to tackle the non-trivial process of image crawling and descriptive feature extraction, performed by using the European EGEE computer GRID, building a test collection, the first of such scale, that will be opened to the research community for experiments and comparisons. Then, we had to develop indexing and searching mechanisms which can scale up to these volumes and answer similarity queries in real-time. The results of our experiments are very encouraging for future applications.
ER -
BATKO, Michal, Fabrizio FALCHI, Claudio LUCCHESE, David NOVÁK, Raffaele PEREGO, Fausto RABITTI, Jan SEDMIDUBSKÝ a Pavel ZEZULA. Crawling, Indexing, and Similarity Searching Images on the Web. In \textit{Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems}. Mondello: Salvatore Gaglio, Ignazio Infantino, Domenico Sacca, 2008, s.~382-389. ISBN~978-88-6122-154-3.
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