DocumentCode :
2099391
Title :
Data glove gesture recognition based on an improved neural network
Author :
Wang Xinyu ; Sun Guan ; Han Dong ; Zhang Ting
Author_Institution :
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
fYear :
2010
fDate :
29-31 July 2010
Firstpage :
2434
Lastpage :
2437
Abstract :
This paper describes the data glove used for gesture recognition, and proposes an improved neural network algorithm for gesture recognition based on data glove. The neural network is used to achieve clustering, which is not only intuitive as the cluster analysis, but also has the ability to learn from the data as the neural network. Experimental results show that the new algorithm significantly improved the intelligence level of gesture recognition.
Keywords :
data gloves; gesture recognition; neural nets; pattern clustering; cluster analysis; data glove gesture recognition; improved neural network algorithm; Algorithm design and analysis; Artificial neural networks; Clustering algorithms; Data gloves; Electronic mail; Gesture recognition; Manuals; Cluster Analysis; Data Glove; Gesture Recognition; Neural Network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6
Type :
conf
Filename :
5573128
Link To Document :
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