Publication Details

Action recognition using combined local features

ŘEZNÍČEK, I.; ZEMČÍK, P. Action recognition using combined local features. Proceedings of the IADIS Computer graphics, Visulisation, Coputer Vision and Image Processing 2013. Praha: IADIS, 2013. p. 111-118. ISBN: 978-972-8939-89-2.
Czech title
Rozpoznávání akcí na základě kombinovaných lokálních příznaků
Type
conference paper
Language
English
Authors
Řezníček Ivo, Ing., Ph.D.
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
Keywords

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

Abstract

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.

Published
2013
Pages
111–118
Proceedings
Proceedings of the IADIS Computer graphics, Visulisation, Coputer Vision and Image Processing 2013
Conference
IADIS Computer Graphics, Visualization, Computer Vision and Image Processing 2013, Prague, Czech Republic, CZ
ISBN
978-972-8939-89-2
Publisher
IADIS
Place
Praha
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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