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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/" }