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

Action recognition, SVM, combination of features, space-time features.

Abstract

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.

Published
2013
Pages
111–118
Proceedings
Proceedings of the IADIS Computer graphics, Visulisation, Coputer Vision and Image Processing 2013
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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