Detail publikace

Action recognition using combined local features

ŘEZNÍČEK, I. ZEMČÍK, P.

Originální název

Action recognition using combined local features

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

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

Autoři

ŘEZNÍČEK, I.; ZEMČÍK, P.

Rok RIV

2013

Vydáno

4. 6. 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/"
}