Data-driven glove calibration for hand motion capture

Proceedings - SCA 2013: 12th ACM SIGGRAPH / Eurographics Symposium on Computer Animation

Volumn , Issue , 2013, Pages 15-24

  Wang, Yingying ^a   Neff, Michael ^a  

^a University of California   (United States)

Author keywords

Calibration; Character animation; Human motion; Motion capture

Indexed keywords

CALIBRATION FUNCTIONS; CALIBRATION METHOD; CHARACTER ANIMATION; EVALUATION EXPERIMENTS; GAUSSIAN PROCESS REGRESSION MODEL; HUMAN MOTIONS; MOTION CAPTURE; SPARSE APPROXIMATIONS;

ANIMATION; INTERACTIVE COMPUTER GRAPHICS; REGRESSION ANALYSIS; SENSORS;

CALIBRATION;

EID: 84883082035     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2485895.2485901     Document Type: Conference Paper

References (29)

1. Aristidou, A., AND Lasenby, J., 2009. Inverse kinematics: a review of existing techniques and introduction of a new fast iterative solver. F-INFENGlfR. 632, CUED.
2. Buss, S., AND Kim, J. 2005. Selectively damped least squares for inverse kinematics. journal of graphics, gpu, and game tools 10, 3, 37-49.
3. Buss, S. 2004. Introduction to inverse kinematics with jacobian transpose, pseudoinverse and damped least squares methods. University of California, San Diego, Typeset manuscript, available from http://math.ucsd.edu/ ̃sbuss/ResearchWeb.
4. Chan, S., AND Lawrence, P. 1988. General inverse kinematics with the error damped pseudoinverse. In Robotics and Automation, 1988. Proceedings., 1988 IEEE International Conference on, IEEE, 834-839.
5. Chao, A. 2001. Uni-dimensional evaluation of Wristsystem and CyberGlove. Master's thesis, Department of Industrial and Manufacturing Engineering, Wichita State University, Los Alamitos, CA.
6. Chou, T., Gadd, A., AND Knott, D. 2000. Hand-eye: A vision based approach to data glove calibration. Proceedings of Human Interface Technologies 2000.
7. Griffin, W., Findley, R., Turner, M., AND Cutkosky, M. 2000. Calibration and mapping of a human hand for dexterous telemanipulation. In ASME IMECE 2000 Symposium on Haptic Interfaces for Virtual Environments and Teleoperator Systems, 1-8.
8. Hu, H., Gao, X., LI, J., Wang, J., AND Liu, H. 2004. Calibrating human hand for teleoperating the hit/dlr hand. In Robotics and Automation, 2004. Proceedings. ICRA'04. 2004 IEEE International Conference on, IEEE, vol. 5, 4571-4576.
9. Huenerfauth, M., AND Lu, P. 2010. Accurate and accessible motion-capture glove calibration for sign language data collection. ACM Transactions on Accessible Computing (TACCESS) 3, 1, 2.
10. Jin, S., Li, Y., AND Chen, W. 2010. A novel dataglove calibration method. In Computer Science and Education (ICCSE), 2010 5th International Conference on, IEEE, 1825-1829.
11. Jörg, S., Hodgins, J., AND Safonova, A. 2012. Data-driven finger motion synthesis for gesturing characters. ACM Transactions on Graphics (TOG) 31, 6, 189.
12. Kahlesz, F., Zachmann, G., AND Klein, R. 2004. 'visualfidelity'dataglove calibration. In Computer Graphics International, 2004. Proceedings, IEEE, 403-410.
13. Kang, C., Wheatland, N., Neff, M., AND Zordan, V. 2012. Automatic hand-over animation for free-hand motions from low resolution input. In Motion in Games. Springer, 244-253.
14. Kessler, G., Walker, N., AND Hodges, L. 1995. Evaluation of the cyberglove as a whole hand input device.
15. Kuch, J., and Huang, T. 1994. Human computer interaction via the human hand: a hand model. In Signals, Systems and Computers, 1994. 1994 Conference Record of the Twenty-Eighth Asilomar Conference on, IEEE, vol. 2, 1252-1256.
16. Lawrence, N. 2007. Learning for larger datasets with the gaussian process latent variable model.
17. Lee, J., AND Kunii, T. 1995. Model-based analysis of hand posture. Computer Graphics and Applications, IEEE 15, 5, 77-86.
18. Menon, A., Barnes, B., Mills, R., Bruyns, C., Twombly, A., Smith, J., Montgomery, K., AND Boyle, R. 2003. Using registration, calibration, and robotics to build a more accurate virtual reality simulation for astronaut training and telemedicine. In Proceedings of the 11th International Conference in Central Europe on Computer Graphics, Visualization, and Computer (WSCG03).
19. Meredith, M., And Maddock, S. 2005. Adapting motion capture data using weighted real-time inverse kinematics. Computers in Entertainment (CIE) 3, 1, 5-5.
20. Nakamura, Y., AND Hanafusa, H. 1986. Inverse kinematic solutions with singularity robustness for robot manipulator control. Journal of Dynamic Systems, Measurement, and Control 108, 163.
21. Pavlovic, V., Sharma, R., AND Huang, T. 1997. Visual interpretation of hand gestures for human-computer interaction: A review. Pattern Analysis and Machine Intelligence, IEEE Transactions on 19, 7, 677-695.
22. Rasmussen, C. E., AND Williams, C. K. I. 2006. Gaussian Processes for Machine Learning. MIT Press.
23. Snelson, E., AND Ghahramani, Z. 2006. Sparse gaussian processes using pseudo-inputs.
24. Steffen, J., Maycock, J., AND Ritter, H. 2011. Robust dataglove mapping for recording human hand postures. Intelligent Robotics and Applications, 34-45.
25. Turner, M. 2001. Programming dexterous manipulation by demonstration. PhD thesis, Citeseer.
26. Wampler, C. 1986. Manipulator inverse kinematic solutions based on vector formulations and damped least-squares methods. Systems, Man and Cybernetics, IEEE Transactions on 16, 1, 93-101.
27. Yazadi, F., 2009. Cyberglove systems cyberglove ii wireless data glove user guide. CyberGlove Systems LLC.
28. Ye, Y., AND Liu, C. K. 2012. Synthesis of detailed hand manipulations using contact sampling. ACM Transactions on Graphics (TOG) 31, 4, 41.
29. Zhao, W., Chai, J., AND Xu, Y.-Q. 2012. Combining markerbased mocap and rgb-d camera for acquiring high-fidelity hand motion data. In Eurographics/ACM SIGGRAPH Symposium on Computer Animation, 33-42.