About: Crawling, Indexing, and Similarity Searching Images on the Web

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	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. 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. (en)
Title	Crawling, Indexing, and Similarity Searching Images on the Web Crawling, Indexing, and Similarity Searching Images on the Web (en)
skos:prefLabel	Crawling, Indexing, and Similarity Searching Images on the Web Crawling, Indexing, and Similarity Searching Images on the Web (en)
skos:notation	RIV/00216224:14330/08:00024250!RIV10-GA0-14330___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(1ET100300419), P(GD102/05/H050), P(GP201/08/P507)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Sedmidubský, Jan Zezula, Pavel Novák, David Batko, Michal
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	361513
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/08:00024250
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	similarity search; content-based image retrieval; metric space; MPEG-7 descriptors; peer-to-peer search network (en)
http://linked.open.../riv/klicoveSlovo	similarity search metric space content-based image retrieval MPEG-7 descriptors peer-to-peer search network
http://linked.open...ontrolniKodProRIV	[D5DCFDC184B6]
http://linked.open...v/mistoKonaniAkce	Mondello
http://linked.open...i/riv/mistoVydani	Mondello
http://linked.open...i/riv/nazevZdroje	Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	8 (xsd:int)
http://linked.open...vavai/riv/projekt	Complex similarity searching in very large data collections Integrated Approach to Education of PhD Students in the Area of Parallel and Distributed Systems Intelligent Models, Algorithms, Methods and Tools for the Semantic Web (realization)
http://linked.open...UplatneniVysledku	2008
http://linked.open...iv/tvurceVysledku	Novák, David Sedmidubský, Jan Batko, Michal Zezula, Pavel Falchi, Fabrizio Lucchese, Claudio Perego, Raffaele Rabitti, Fausto
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2008-06-22 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Salvatore Gaglio, Ignazio Infantino, Domenico Sacca
https://schema.org/isbn	978-88-6122-154-3
http://localhost/t...ganizacniJednotka	14330

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