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Statements

Subject Item
n2:RIV%2F00216305%3A26230%2F13%3APU106374%21RIV14-MSM-26230___
rdf:type
skos:Concept n14:Vysledek
dcterms:description
This paper presents a new algorithm for recognition of actions based on local space-time features. The algorithm resulted from intensive research of classification and feature extraction and it is an extension of the previously known ones. The most important achievement is that it is shown that through carefully selected combination of space-time features leads into better precision of recognition on some events comparing to the state-of-the-art algorithms while it is comparable on all other events. The paper describes the algorithm, its main features and improvements, demonstrates the achieved result, and draws conclusions. This paper presents a new algorithm for recognition of actions based on local space-time features. The algorithm resulted from intensive research of classification and feature extraction and it is an extension of the previously known ones. The most important achievement is that it is shown that through carefully selected combination of space-time features leads into better precision of recognition on some events comparing to the state-of-the-art algorithms while it is comparable on all other events. The paper describes the algorithm, its main features and improvements, demonstrates the achieved result, and draws conclusions.
dcterms:title
Action recognition using combined local features Action recognition using combined local features
skos:prefLabel
Action recognition using combined local features Action recognition using combined local features
skos:notation
RIV/00216305:26230/13:PU106374!RIV14-MSM-26230___
n14:predkladatel
n15:orjk%3A26230
n3:aktivita
n18:P n18:Z
n3:aktivity
P(7H12006), Z(MSM0021630528)
n3:dodaniDat
n10:2014
n3:domaciTvurceVysledku
n11:9340386 n11:2326159
n3:druhVysledku
n9:D
n3:duvernostUdaju
n20:S
n3:entitaPredkladatele
n19:predkladatel
n3:idSjednocenehoVysledku
59380
n3:idVysledku
RIV/00216305:26230/13:PU106374
n3:jazykVysledku
n12:eng
n3:klicovaSlova
Action recognition, SVM, combination of features, space-time features.
n3:klicoveSlovo
n13:combination%20of%20features n13:Action%20recognition n13:space-time%20features. n13:SVM
n3:kontrolniKodProRIV
[A2555EAA71F7]
n3:mistoKonaniAkce
Prague, Czech Republic
n3:mistoVydani
Praha
n3:nazevZdroje
Proceedings of the IADIS Computer graphics, Visulisation, Coputer Vision and Image Processing 2013
n3:obor
n8:IN
n3:pocetDomacichTvurcuVysledku
2
n3:pocetTvurcuVysledku
2
n3:projekt
n16:7H12006
n3:rokUplatneniVysledku
n10:2013
n3:tvurceVysledku
Řezníček, Ivo Zemčík, Pavel
n3:typAkce
n22:EUR
n3:zahajeniAkce
2013-07-22+02:00
n3:zamer
n23:MSM0021630528
s:numberOfPages
8
n17:hasPublisher
IADIS
n6:isbn
978-972-8939-89-2
n21:organizacniJednotka
26230