About: Scaling up the Image Content-based Retrieval

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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	The data-explosion phenomenon can be observed in two distinct respects: (1) The volume of data produced is increasing rapidly and (2) new data types appear and are widely used. This calls for development of brand new indexing and searching methods which would be efficient on huge amounts of data and respect the needs of the recent data types. This paper describes a transfer of our previous theoretical results into practice by building a fully functional application. The application is able to efficiently manage large collections of digital images and search these images according to their content. Its distributed architecture is based on the peer-to-peer paradigm and the searching method adopts the metric-based approach to similarity. Currently the application can store and search tens of millions of images crawled from the Web with dozens of simultaneous users, although it runs on a limited hardware infrastructure. The data-explosion phenomenon can be observed in two distinct respects: (1) The volume of data produced is increasing rapidly and (2) new data types appear and are widely used. This calls for development of brand new indexing and searching methods which would be efficient on huge amounts of data and respect the needs of the recent data types. This paper describes a transfer of our previous theoretical results into practice by building a fully functional application. The application is able to efficiently manage large collections of digital images and search these images according to their content. Its distributed architecture is based on the peer-to-peer paradigm and the searching method adopts the metric-based approach to similarity. Currently the application can store and search tens of millions of images crawled from the Web with dozens of simultaneous users, although it runs on a limited hardware infrastructure. (en)
Title	Scaling up the Image Content-based Retrieval Scaling up the Image Content-based Retrieval (en)
skos:prefLabel	Scaling up the Image Content-based Retrieval Scaling up the Image Content-based Retrieval (en)
skos:notation	RIV/00216224:14330/07:00019500!RIV10-GA0-14330___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(1ET100300419), P(GD102/05/H050)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Zezula, Pavel Novák, David Batko, Michal Dohnal, Vlastislav
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	448955
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/07:00019500
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	similarity search; scalability; MPEG-7; image database (en)
http://linked.open.../riv/klicoveSlovo	similarity search scalability image database MPEG-7
http://linked.open...ontrolniKodProRIV	[276E827954DC]
http://linked.open...v/mistoKonaniAkce	Pisa, Italy
http://linked.open...i/riv/mistoVydani	Pisa, Italy
http://linked.open...i/riv/nazevZdroje	Second DELOS Conference - Working Notes
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	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	2007
http://linked.open...iv/tvurceVysledku	Novák, David Batko, Michal Zezula, Pavel Dohnal, Vlastislav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2007-12-05 (xsd:date)
number of pages	10 (xsd:int)
http://purl.org/ne...btex#hasPublisher	DELOS Network of Excellence
https://schema.org/isbn	2-912335-36-1
http://localhost/t...ganizacniJednotka	14330
is http://linked.open...avai/riv/vysledek of	Scaling up the Image Content-based Retrieval Scaling up the Image Content-based Retrieval Scaling up the Image Content-based Retrieval

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