Gesture recognition using Bezier curves for visualization navigation from registered 3-D data

Pattern Recognition

Volumn 37, Issue 5, 2004, Pages 1011-1024

  Shin, Min C ^a   Tsap, Leonid V ^b   Goldgof, Dmitry B ^c  

^a University of North Carolina at Charlotte   (United States)

^b Chemistry and Materials Science Directorate   (United States)

^c University of South Florida   (United States)

Author keywords

3 D trajectory analysis; Bezier curves; Gesture recognition system; Hand tracking; Human computer interaction; Motion analysis; Region detection and identification; Visualization navigation

Indexed keywords

ALGORITHMS; DATA REDUCTION; NAVIGATION; VISUALIZATION;

BEZIER CURVES; DATA SETS;

GESTURE RECOGNITION;

IMAGE CLASSIFICATION; PATTERN RECOGNITION;

EID: 1842662306     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2003.11.007     Document Type: Article

References (22)

1. Wren C. Azarbayejani A. Darrell T. Pentland A. Pfinder: Real-time tracking of the human body IEEE Trans. PAMI 19 7 1997 780-785
2. M.-H. Yang, N. Ahuja, Recognizing hand gestures using motion trajectories, in: Proceedings of IEEE CS Conference on Computer Vision and Pattern Recognition, Fort Collins, CO, Vol. 1, June 1999, pp. 466-472.
3. J.M. Rehg, T. Kanade, Visual tracking of high DOF articulated structures: An application to human hand tracking, Proceedings of European Conference on Computer Vision, Stockholm, Sweden, Vol. 2, May 1994, pp. 35-46.
4. J.J. Kuch, T.S. Huang, Model-based tracking of self-occluding articulated objects, in: Vision Based Hand Modeling and Tracking for Virtual Teleconferencing and Telecollaboration, Cambridge, MA, June 1995, pp. 666-671.
5. R. Cutler, L. Davis, Real-time periodic motion detection, analysis, and applications, in: Proceedings of IEEE CS Conference on Computer Vision and Pattern Recognition, Fort Collins, CO, Vol. 2, June 1999, pp. 326-332.
6. D.J. Moore, I.A. Essa, M.H. Hayes III, Exploiting human actions and object context for recognition tasks, in: Proceedings of International Conference on Computer Vision, Corfu, Greece, September 1999, pp. 80-86.
7. Y. Iwai, H. Shimizu, M. Yachida, Real-time context-based gesture recognition using hmm and automaton, in: Proceedings of International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems, Corfu, Greece, September 1999, pp. 127-134.
8. C. Vogler, H. Sun, D. Metaxas, A framework for motion recognition with applications to American sign language and gait recognition, in: Proceedings of the Workshop on Human Motion, Los Alamitos, CA, December 2001, pp. 33-38.
9. Yacoob Y. Black M.J. Parameterized modeling and recognition of activities J. Comput. Vision Image Understand. 73 2 1999 232-247
10. Bobick A.F. Wilson A.D. A state-based approach to the representation and recognition of gesture IEEE Trans. Pattern Anal. Machine Intel. 19 12 1997 1325-1337
11. R. Grzeszcuk, G. Bradski, M.H. Chu, J.-Y. Bouguet, Stereo based gesture recognition invariant to 3D pose and lighting, in: Proceedings of the IEEE CS Conference on Computer Vision and Pattern Recognition, Hilton Head Island, SC, Vol. 1, June 2000, pp. 826-833.
12. P. Hong, M. Turk, T.S. Huang, Constructing finite state machines for fast gesture recognition, in: Proceedings of the 15th International Conference on Pattern Recognition, Barcelona, Spain, Vol. 3, September 2000, pp. 691-694.
13. Y. Sato, M. Saito, H. Koike, Real-time input of 3D pose and gestures of a user's hand and its applications for HCI, in: Proceedings of the IEEE Virtual Reality, Yokohama, Japan, March 2001, pp. 79-86.
14. H. Hongo, M. Ohya, M. Yasumoto, K. Yamamoto, Face and hand gesture recognition for human-computer interaction, in: Proceedings of the 15th International Conference on Pattern Recognition, Barcelona, Spain, Vol. 2, September 2000, pp. 921-924.
15. Yoon H.S. Soh J. Bae Y.J. Yang H.S. Hand gesture recognition using combined features of location, angle and velocity Pattern Recognition 34 7 2001 1491-1501
16. Gupta L. Ma S. Gesture-based interaction and communication: Automated classification of hand gesture contours IEEE Trans. Syst. Man Cybernet. C 31 1 2001 114-120
17. J.K. Aggarwal, Q. Cai, Human motion analysis: A review, in: IEEE Nonrigid and Articulated Motion Workshop, San Juan, Puerto Rico, June 1997, pp. 90-102.
18. Pavlovic V.I. Sharma R. Huang T.S. Visual interpretation of hand gestures for human-computer interaction: A review IEEE Trans. PAMI 19 7 1997 677-695
19. L.V. Tsap, M.C. Shin, Improving quality and speed of range data for communication, in: Proceedings of the IEEE International Workshop on Cues in Communication, CD-ROM, Kauai, Hawaii, December 2001.
20. M.W. Powell, R. Murphy, Position estimation of micro-rovers using a spherical coordinate transform color segmenter, in: Proceedings of IEEE Workshop on Photometric Modeling for Computer Vision and Graphics, Fort Collins, CO, June 1999, pp. 21-27.
21. Piegl L. Tiller W. The NURBS Book 1997 Springer New York
22. Point Grey Research Inc. Digiclops Stereo Vision System, User's guide and command reference. Inc., Point Grey Research, Vancouver, BC, 2000.