Detail publikačního výsledku

Action recognition using combined local features

ŘEZNÍČEK, I.; ZEMČÍK, P.

Originální název

Action recognition using combined local features

Anglický název

Action recognition using combined local features

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

Thispaper presents a new algorithm for recognition of actions based onlocal space-time features. The algorithm resulted from intensiveresearch of classification and feature extraction and it is anextension of the previously known ones. The most importantachievement is that it is shown that through carefully selectedcombination of space-time features leads into better precision ofrecognition on some events comparing to the state-of-the-artalgorithms while it is comparable on all other events. The paperdescribes the algorithm, its main features and improvements,demonstrates the achieved result, and draws conclusions.

Anglický abstrakt

Thispaper presents a new algorithm for recognition of actions based onlocal space-time features. The algorithm resulted from intensiveresearch of classification and feature extraction and it is anextension of the previously known ones. The most importantachievement is that it is shown that through carefully selectedcombination of space-time features leads into better precision ofrecognition on some events comparing to the state-of-the-artalgorithms while it is comparable on all other events. The paperdescribes the algorithm, its main features and improvements,demonstrates the achieved result, and draws conclusions.

Klíčová slova

Actionrecognition, SVM, combination of features, space-time features.

Klíčová slova v angličtině

Actionrecognition, SVM, combination of features, space-time features.

Autoři

ŘEZNÍČEK, I.; ZEMČÍK, P.

Rok RIV

2014

Vydáno

04.06.2013

Nakladatel

IADIS

Místo

Praha

ISBN

978-972-8939-89-2

Kniha

Proceedings of the IADIS Computer graphics, Visulisation, Coputer Vision and Image Processing 2013

Strany od

111

Strany do

118

Strany počet

8

URL

https://www.fit.vut.cz/research/publication/10369/

BibTex

@inproceedings{BUT103514,
  author="Ivo {Řezníček} and Pavel {Zemčík}",
  title="Action recognition using combined local features",
  booktitle="Proceedings of the IADIS Computer graphics, Visulisation, Coputer Vision and Image Processing 2013",
  year="2013",
  pages="111--118",
  publisher="IADIS",
  address="Praha",
  isbn="978-972-8939-89-2",
  url="https://www.fit.vut.cz/research/publication/10369/"
}

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