Description
The gesture recognition project uses the Wiimote for recording acceleration data. Gestures from different persons are trained and later recognized. We use Slow Feature Analysis (SFA) to find meaningful features for the training of classifiers.
People
Kristine Hein, Wolfgang Konen, Patrick Koch
Publication
2011
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Konen, Wolfgang Self-configuration from a Machine-Learning Perspective Forschungsbericht Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (05/11; arXiv: 1105.1951), 2011, ISSN: 2191-365X, (e-print published at http://arxiv.org/abs/1105.1951 and Dagstuhl Preprint Archive, Workshop 11181 "Organic Computing -- Design of Self-Organizing Systems"). Links | BibTeX @techreport{Kone11cb,
title = {Self-configuration from a Machine-Learning Perspective},
author = {Wolfgang Konen},
url = {http://www.gm.fh-koeln.de/ciopwebpub/Kone11c.d/Kone11c.pdf},
issn = {2191-365X},
year = {2011},
date = {2011-01-01},
number = {05/11; arXiv: 1105.1951},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
note = {e-print published at http://arxiv.org/abs/1105.1951 and Dagstuhl Preprint Archive, Workshop 11181 "Organic Computing -- Design of Self-Organizing Systems"},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
2010
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Hein, Kristine Gestenerkennung mit Slow Feature Analysis (SFA) - Klassifizierung von beschleunigungsbasierten 3Đ-Gesten des Wii-Controllers Forschungsbericht FH Köln 2010. Links | BibTeX @techreport{Hein10b,
title = {Gestenerkennung mit Slow Feature Analysis (SFA) - Klassifizierung von beschleunigungsbasierten 3Đ-Gesten des Wii-Controllers},
author = {Kristine Hein},
url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/MA-KristineHein-2010.pdf},
year = {2010},
date = {2010-01-01},
institution = {FH Köln},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Koch, Patrick; Konen, Wolfgang; Hein, Kristine Gesture Recognition on Few Training Data using Slow Feature Analysis and Parametric Bootstrap Inproceedings 2010 International Joint Conference on Neural Networks, 2010. Links | BibTeX @inproceedings{Koch10a,
title = {Gesture Recognition on Few Training Data using Slow Feature Analysis and Parametric Bootstrap},
author = {Patrick Koch and Wolfgang Konen and Kristine Hein},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/WCCI-10_wii-gesture.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {2010 International Joint Conference on Neural Networks},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hein, Kristine Lernende Klassifikation beschleunigungsbasierter 3D-Gesten des Wii-Controllers Forschungsbericht Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Scienc and Engineering Science, (01-10), 2010, ISSN: 2191-365X. Links | BibTeX @techreport{Hein10bc,
title = {Lernende Klassifikation beschleunigungsbasierter 3D-Gesten des Wii-Controllers},
author = {Kristine Hein},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Hein10b.d/Klassifikation3D.pdf},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {01-10},
address = {Cologne University of Applied Science, Faculty of Computer Scienc and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
