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Research on Gesture Speed Estimation Model in 3D Interactive Interface

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Abstract:

Gesture has different speed in the process of movement. To reflect the different speed of the user, this paper presents a gesture speed estimation method. Firstly, we use data glove and camera to establish the relation between the variation of gesture contour and that of gesture speed. Secondly, we build the gesture speed estimation model by stages. Finally, we get the real-time speed of hand motion through this model and complete interactive task. The main innovation of this paper is that we reveal the relation between the gesture contour and speed to lay the foundation for further capture the interaction of user intention. Experimental results indicate that the time cost of our method decreased by 31% compared with freehand tracking based on behavioral models and the 3D interactive system based on our model is of high the user experience.

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Info:

Periodical:

Applied Mechanics and Materials (Volumes 713-715)

Pages:

1847-1850

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.713-715.1847

Citation:

Cite this paper

Online since:

January 2015

Authors:

Zhong Zhu Huang*, Zhi Quan Feng, Na Na He, Xue Wen Yang

Keywords:

3D Interface, Data Glove, Estimation Model, Gesture Style

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© 2015 Trans Tech Publications Ltd. All Rights Reserved

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