Abstract
Hand gesture interaction has already become a research focus with the rapid development of virtual reality technologies. In this paper, we present a real-time interactive system based on hand gesture recognition in virtual fitting. Firstly, real-time data of hand gesture are captured by Leap Motion sensor. Then, we analyze the data and set the parameter projection to the hand model in virtual environment. Finally, the interaction with objects in the virtual environment will be realized by real-time gesture recognition. Application environment is designed as a virtual fitting room. Users can view virtual clothing by gesture interaction. Experiments show that the system is efficient and user friendly. And system’s gesture recognition has good real-time performance and accuracy.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Ahn, E.Y., Lee, J.H., Mullen, T., et al.: Dynamic vision sensor camera based bare hand gesture recognition. In: 2011 IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing (CIMSIVP), pp. 52–59. IEEE (2011)
Appenrodt, J., Handrich, S., Al-Hamadi, A., et al.: Multi stereo camera data fusion for fingertip detection in gesture recognition systems. In: 2010 International Conference of Soft Computing and Pattern Recognition (SoCPaR), pp. 35–40. IEEE (2010)
Yao, Z., Pan, Z., Xu, S.: Wrist recognition and the center of the palm estimation based on depth camera. In: 2013 International Conference on Virtual Reality and Visualization (ICVRV), pp. 100–105. IEEE (2013)
Weichert, F., Bachmann, D., Rudak, B., et al.: Analysis of the accuracy and robustness of the leap motion controller. Sensors 13(5), 6380–6393 (2013)
Elons, A.S., Ahmed, M., Shedid, H., et al.: Arabic sign language recognition using leap motion sensor. In: 2014 9th International Conference on Computer Engineering & Systems (ICCES), pp. 368–373. IEEE (2014)
DB. the-leap-motion-controller-and-touchless-technology[EB/OL]. http://dartmouthbusinessjournal.com/2013/08/the-leap-motion-controller-and-touchless-technology. 23 August 2013
APIOverview[EB/OL]. https://developer.leapmotion.com/documentation/cpp/devguide/Leap_Overview.html
Wolverton, T.: Review: Leap Motion Controller not ready for prime time[EB/OL]. http://phys.org/news/2013-08-motion-ready-prime.html. 23 August 2013
Mohandes, M., Aliyu, S., Deriche, M.: Arabic sign language recognition using the leap motion controller. In: 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE), pp. 960–965. IEEE (2014)
Acknowledgments
This work is supported by the Projects of NSFC (61371191, 61201236), and Research Project of China SARFT (2015-53).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer-Verlag GmbH Germany
About this chapter
Cite this chapter
Yang, L., Ye, L., Zhong, W., Zhang, Y., Zhang, Q. (2017). A Real-Time Interactive System Based on Hand Gesture Recognition in Virtual Fitting. In: Pan, Z., Cheok, A., Müller, W., Zhang, M. (eds) Transactions on Edutainment XIII. Lecture Notes in Computer Science(), vol 10092. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-54395-5_8
Download citation
DOI: https://doi.org/10.1007/978-3-662-54395-5_8
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-662-54394-8
Online ISBN: 978-3-662-54395-5
eBook Packages: Computer ScienceComputer Science (R0)