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Citation

Trmal Jan and Hrúz Marek and Zelinka Jan and Campr Pavel and Müller Luděk : Feature Space Transforms for Czech Sign-Language Recognition . Proceedings of the 9th Annual Conference of the International Speech Communication Association (Interspeech 2008), p. 2036-2039, Causal Production Pty ltd., 2008.

Abstract

In this paper we describe a HMM based sign language recognition (SLR) system for isolated signs. In the first part we describe the image parametrization method producing features used for recognition. Our goal was to find the best combination of a feature space dimension reduction method and an HMM structure.

Detail of publication

Title: Feature Space Transforms for Czech Sign-Language Recognition
Author: Trmal Jan ; Hrúz Marek ; Zelinka Jan ; Campr Pavel ; Müller Luděk
Language: Czech
Year: 2008
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Proceedings of the 9th Annual Conference of the International Speech Communication Association (Interspeech 2008)
Page: 2036 - 2039
ISSN: 1990-9772
Publisher: Causal Production Pty ltd.
Date: 22 Sep 2008 - 26 Sep 2008
2008-09-30 13:02:44 / 2010-01-04 11:05:35 /

Keywords

PCA, LDA, ICA, HLDA, heteroscedastic, sign-language, Hu’, s moments, tracking, skin-color detection

BibTeX

@INPROCEEDINGS{TrmalJan_2008_FeatureSpace,
 author = {Trmal Jan and Hr\'{u}z Marek and Zelinka Jan and Campr Pavel and M\"{u}ller Lud\v{e}k},
 title = {Feature Space Transforms for Czech Sign-Language Recognition},
 year = {2008},
 publisher = {Causal Production Pty ltd.},
 journal = {Proceedings of the  9th Annual Conference of the International Speech Communication Association (Interspeech 2008)},
 pages = {2036-2039},
 ISSN = {1990-9772},
 url = {http://www.kky.zcu.cz/en/publications/TrmalJan_2008_FeatureSpace},
}