Grasp gesture recognition based on rough sets theory in AR system

International Journal of Digital Content Technology and its Applications

Volumn 5, Issue 1, 2011, Pages 226-234

  Li, Qiming ^a   Chen, Yimin ^a   Zhang, Yunhua ^a   Liu, Yan ^a   Zhao, Dongyang ^a  

^a SHANGHAI UNIVERSITY   (China)

Author keywords

Augmented Reality; Grasp Gesture Recognition; Real time Human computer Interaction; Rough Sets Theory

Indexed keywords

AUGMENTED REALITY; HUMAN COMPUTER INTERACTION; ROUGH SET THEORY;

AUGMENTED REALITY TECHNOLOGY; GESTURE RECOGNITION ALGORITHM; HOT RESEARCH TOPICS; IMPORTANT FEATURES; INTERACTION PROCESS; REAL TIME; RELATED SYSTEMS; VIRTUAL OBJECTS;

GESTURE RECOGNITION;

EID: 79953673499     PISSN: 19759339     EISSN: None     Source Type: Journal    
DOI: 10.4156/jdcta.vol5.issue1.24     Document Type: Article

References (19)

1. Azuma R T, "A survey of augmented reality", Tele-operators and Virtual Environments, vol. 6, no. 4, pp. 355-385, 1997.
2. Hanning Zhou, D.J. Lin, T.S. Huang, "Static Hand Gesture Recognition based on Local Orientation Histogram Feature Distribution Model", In Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW'04), pp. 161-161, 2004.
3. Priyal S.P., Bora P.K., "A study on static hand gesture recognition using moments", In Proceedings of the 2010 International Conference on Signal Processing and Communications (SPCOM), pp. 1-5, 2010.
4. Yun Liu, Zhijie Gan, Yu Sun, "Static Hand Gesture Recognition and its Application based on Support Vector Machines", In Proceedings of the Ninth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, pp. 517-521, 2008.
5. Wan K., Sawada H., "Dynamic gesture recognition based on the probabilistic distribution of arm trajectory", In Proceedings of 2008 IEEE International Conference on Mechatronics and Automation, pp. 426-431, 2008.
6. Jong Lee-Ferng, Ruiz-del-Solar J., Verschae R., Correa M., "Dynamic gesture recognition for human robot interaction", In Proceedings of 2009 6th Latin American Robotics Symposium (LARS), pp. 1-8, 2009.
7. Wang W.H.A., Tung Chun-Liang, "Dynamic hand gesture recognition using hierarchical dynamic Bayesian networks through low-level image processing", In Proceedings of the 2008 International Conference on Machine Learning and Cybernetics, pp. 3247-3253, 2008.
8. Ogawara K et al, "Grasp Recognition Using a 3D Articulated Model and Infrared Images", In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1590-1595, 2003.
9. Hirano Y, Kitahama K, Yoshizawa S, "Image-based Object Recognition and Dexterous Hand/Arm Motion Planning Using RRTs for Grasping in Cluttered Scene", In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 2041-2046, 2005.
10. Zhu Jiyu, Wang Xiying, Wang Weixin, Dai Guozhong, "Hand Gesture Recognition Based on Structure Analysis". Chinese Journal of Computers, vol. 29, no. 12, pp. 2130-2137, 2006.
11. Fang Yikai, Cheng Jian, Wang Kongqiao, Lu Hanqing, "A hand gesture recognition method with fast scale-space feature detection", Journal of Image and Graphics, vol. 14, no. 2, pp. 214-220, 2009.
12. Wan H G, et al, "Realistic Virtual Hand Modeling with Applications for Virtual Grasping", In Proceedings of the 2004 ACM SIGGRAPH International Conference on Virtual Reality Continuum and its Applications in Industry, Singapore, pp. 81-87, 2004
13. Pollard N S, Zordan V B, "Physically Based Grasping Control from Example", In Proceedings of the 2005 ACM SIGGRAPH/Eurographics Symposium on Computer animation, pp. 311-318, 2005.
14. Aleotti J, Caselli S, "Grasp Recognition in Virtual Reality for Robot Pregrasp", In Proceedings of the IEEE International Conference on Robotics and Automation, pp. 2801-2806, 2006.
15. Xu Deyou, "Hand gesture-based interaction in virtual reality training system", Journal of System Simulation, Suppl.2, vol. 18, no. 8, pp. 386-389, 2006.
16. Jiang Li, Ruan Qiuqi, "Research of gesture recognition based on neuron networks", Journal of Beijing Jiaotong University, vol. 30, no. 5, pp. 32- 36, 2006.
17. Yao Zhengwei, Chen Yimin, Chen Wei, Chen Ming, "Grasping recognition based on visual awareness in an augmented reality system", Journal of Computer-aided Design & Computer Graphics, vol. 21, no. 11, pp. 1583- 1589, 2009.
18. Pawiak Z, "Rough sets", International Journal of Computer and Information Sciences, vol. 11, no. 5, pp. 341- 356, 1982.
19. Miao Duoqian, Li Daoguo, Rough sets theory: algorithms and applications, Tsinghua University Press, Beijing, 2008.