Gesture recognition using 3D appearance and motion features

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn 2004-January, Issue January, 2004, Pages

  Ye, Guangqi ^a   Corso, Jason J ^a   Hager, Gregory D ^a  

^a JOHNS HOPKINS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INTERACTIVE COMPUTER SYSTEMS; PALMPRINT RECOGNITION; REAL TIME SYSTEMS; STEREO IMAGE PROCESSING;

CLUSTER STRUCTURE; COARSE STEREO MATCHING; GESTURES RECOGNITION; IMAGE SEQUENCE; LEARNING SCHEMES; MOTION CUES; MOTION DYNAMICS; MOTION FEATURES; REGION-BASED; STEREO MATCHING ALGORITHM;

GESTURE RECOGNITION;

EID: 84932602493     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2004.356     Document Type: Conference Paper

References (26)

1. Vassilis Athitsos and Stan Sclaroff. Estimating 3D Hand Pose from a Cluttered Image. In Computer Vision and Pattern Recognition, volume 2, pages 432-439, 2003.
2. Aaron Bobick and Andrew Wilson. A State-based Approach to the Representation and Recognition of Gesture. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(12):1325-1337, 1997.
3. Jason J. Corso, Darius Burschka, and Gregory D. Hager. The 4DT: Unencumbered HCI With VICs. In Proceedings of CVPRHCI, 2003.
4. James Davis and Aaron Bobick. The Representation and Recognition of Action Using Temporal Templates. In Computer Vision and Pattern Recognition, pages 928-934, 1997.
5. Jonathan Deutscher, Andrew Blake, and Ian Reid. Articulated Body Motion Capture by Annealed Particle Filtering. Computer Vision and Pattern Recognition, 2, 2000.
6. Richard Duda, Pe ter Hart, and David Stork. Pattern Classification. John Wiley and Sons, Inc, 2001.
7. Graham D. Finlayson, James Crowley, and Bernt Schiele. Comprehensive Colour Image Normalization. In Proceedings of the European Conference on Computer Vision, number 1, pages 475-490, 1998.
8. D. Gavrila. The visual analysis of human movement: a survey. Computer Vision and Image Understanding, 73:82-98, 1999.
9. Theo Gevers. Color based object recognition. Pattern Recognition, 32(3):453-464, 1999.
10. Frederick Jelinek. Statistical Methods for Speech Recognition. MIT Press, 1999.
11. S. Malassiotis, N. Aifanti, and M. Strintzis. A Gesture Recognition System Using 3D Data. In Proceedings of the First International Symposium on 3D Data Processing Visualization and Transmisssion, pages 190-193, 2002.
12. Kenji Oka, Yoichi Sato, and Hideki Koike. Real-Time Fingertip Tracking and Gesture Recognition. IEEE Computer Graphics and Applications, 22(6):64-71, 2002.
13. Vasu Parameswaran and Rama Chellappa. View Invariants for Human Action Recognition. In Computer Vision and Pattern Recognition, volume 2, pages 613-619, 2003.
14. F. Quek. Unencumbered Gesture Interaction. IEEE Multimedia 3 3 36-47, 1996
15. Lawrence Rabiner. A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition. Proceedings of the IEEE, 77(2):257-286, 1989.
16. Aditya Ramamoorthy, Namrata Vaswani, Santanu Chaudhury, and Subhashi Banerjee. Recognition of Dynamic Hand Gestures. Pattern Recognition, 36:2069-2081, 2003.
17. J.M. Rehg and T. Kanade. Visual tracking of high DOF articulated structures: An application to human hand tracking. In Computer Vision-ECCV '94, volume B, pages 35-46, 1994.
18. Christopher Rwen, Ali Azarbayejani, Trevor Darrell, and Alex Paul Pentland. Pfinder: Real-time tracking of the Human Body. IEEE Transactions on Pattern Analysis and Machine In telligence, 19(7):780-784, 1997.
19. T. Starner and A. Pentland. Real-time american sign language recognition from video using hidden markov models. Technical Report TR-375, M.I.T. Media Laboratory, 1996.
20. Andries van Dam. Post-wimp user interfaces. Communications Of The ACM, 40(2):63-67, 1997.
21. Christian von Hardenberg and Francois Berard. Bare-Hand Human-Computer Interaction. In Workshop on Perceptive User Interfaces, 2001.
22. Ying Wu and Thomas S. Huang. Hand Modeling, Analysis, and Recognition. IEEE Signal Processing Magazine, 18(3):51-60, 2001.
23. Junji Yamato, Jun Ohya, and Kenichiro Ishii. Recognizing Human Actions in Time-sequential Images Using Hidden Markov Model. In Computer Vision and Pattern Recognition, pages 379-385, 1992.
24. Guangqi Ye, Jason J. Corso, Darius Burschka, and Gregory D. Hager. Vics: Amodular vision-based hci framework. In Proceedings of 3rd International Conference on Computer Vision Systems(ICVS 2003), pages 257-267, 2003.
25. Guangqi Ye and Gregor y D. Hager. Appearance-based visual interaction. Technical report, 2002. CIRL Lab Technical Report, Department of Computer Science, The Johns Hopkins Univeristy.
26. Zhengyou Zhang, Ying Wu, Ying Shan, and Steven Shafer. Visual Panel: Virtual Mouse Keyboard and 3D Controller with an Ordinary Piece of Paper. In Workshop on Perceptive User Interfaces, 2001.