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Statements

Subject Item
n2:RIV%2F00216208%3A11320%2F14%3A10272569%21RIV15-MSM-11320___
rdf:type
skos:Concept n8:Vysledek
rdfs:seeAlso
http://dx.doi.org/10.1007/978-3-319-08608-8_18
dcterms:description
With the huge expansion of smart devices and mobile applications, the ordinary users are consistently changing the conventional similarity search model. The users want to explore the multimedia data, so the typical query-byexample principle and the well-known keyword searching have become just a part of more complex retrieval processes. The emerging multimedia exploration systems with robust back-end retrieval system based on state of the art similarity search techniques provide a good solution. They enable interactive exploration process and implement exploration queries tightly connected with the user interface. However, they do not consider larger response times that might occur. To overcome this, we propose a scalable exploration system RTExp that allows evaluating the similarity queries in the near real time depending on user preferences (speed / precision). We describe building parts of the system and discuss various real-time characteristics for the exploration process. Also we provide results from the experimental evaluation of time-limited similarity queries and corresponding exploration operations. With the huge expansion of smart devices and mobile applications, the ordinary users are consistently changing the conventional similarity search model. The users want to explore the multimedia data, so the typical query-byexample principle and the well-known keyword searching have become just a part of more complex retrieval processes. The emerging multimedia exploration systems with robust back-end retrieval system based on state of the art similarity search techniques provide a good solution. They enable interactive exploration process and implement exploration queries tightly connected with the user interface. However, they do not consider larger response times that might occur. To overcome this, we propose a scalable exploration system RTExp that allows evaluating the similarity queries in the near real time depending on user preferences (speed / precision). We describe building parts of the system and discuss various real-time characteristics for the exploration process. Also we provide results from the experimental evaluation of time-limited similarity queries and corresponding exploration operations.
dcterms:title
Real-Time Exploration of Multimedia Collections Real-Time Exploration of Multimedia Collections
skos:prefLabel
Real-Time Exploration of Multimedia Collections Real-Time Exploration of Multimedia Collections
skos:notation
RIV/00216208:11320/14:10272569!RIV15-MSM-11320___
n4:aktivita
n18:S n18:P
n4:aktivity
P(GAP202/11/0968), S
n4:dodaniDat
n13:2015
n4:domaciTvurceVysledku
n5:3885364 n5:5851726 n5:4927648 n5:8167923
n4:druhVysledku
n17:D
n4:duvernostUdaju
n21:S
n4:entitaPredkladatele
n14:predkladatel
n4:idSjednocenehoVysledku
41495
n4:idVysledku
RIV/00216208:11320/14:10272569
n4:jazykVysledku
n12:eng
n4:klicovaSlova
interactive exploration; multimedia databases; similarity search; multimedia exploration
n4:klicoveSlovo
n11:multimedia%20databases n11:similarity%20search n11:multimedia%20exploration n11:interactive%20exploration
n4:kontrolniKodProRIV
[C4679613CFFB]
n4:mistoKonaniAkce
Brisbane, QLD, Australia
n4:mistoVydani
Berlin
n4:nazevZdroje
Lecture Notes in Computer Science
n4:obor
n7:IN
n4:pocetDomacichTvurcuVysledku
4
n4:pocetTvurcuVysledku
4
n4:projekt
n23:GAP202%2F11%2F0968
n4:rokUplatneniVysledku
n13:2014
n4:tvurceVysledku
Skopal, Tomáš Bartoš, Tomáš Moško, Juraj Lokoč, Jakub
n4:typAkce
n19:WRD
n4:wos
000343882000018
n4:zahajeniAkce
2014-07-14+02:00
s:issn
0302-9743
s:numberOfPages
8
n22:doi
10.1007/978-3-319-08608-8_18
n16:hasPublisher
Springer-Verlag
n20:isbn
978-3-319-08608-8
n9:organizacniJednotka
11320