Vision-based handwriting recognition for unrestricted text input in mid-air

ICMI'12 - Proceedings of the ACM International Conference on Multimodal Interaction

Volumn , Issue , 2012, Pages 217-220

  Schick, Alexander ^a   Morlock, Daniel ^a,b   Amma, Christoph ^b   Schultz, Tanja ^b   Stiefelhagen, Rainer ^a,b  

^a FRAUNHOFER IOSB   (Germany)

^b KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

Author keywords

3D hand tracking; Handwriting recognition

Indexed keywords

3D HAND TRACKING; HANDWRITING RECOGNITION; ISOLATED WORD RECOGNITION; MULTI-CAMERAS; QUALITATIVE ASPECTS; RECOGNITION RATES; TEXT INPUT; UNRESTRICTED TEXTS; VISION-BASED HANDWRITING; VISION-BASED SYSTEM;

HIDDEN MARKOV MODELS; INTERACTIVE COMPUTER SYSTEMS; THREE DIMENSIONAL COMPUTER GRAPHICS;

CHARACTER RECOGNITION;

EID: 84870194250     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2388676.2388719     Document Type: Conference Paper

References (13)

1. C. Amma, M. Georgi, and T. Schultz. Airwriting: Hands-Free Mobile Text Input by Spotting and Continuous Recognition of 3d-Space Handwriting with Inertial Sensors. In Proc. International Symposium on Wearable Computers, pages 52-59, 2012.
2. A. Azarbayejani and A. Pentland. Real-time self-calibrating stereo person tracking using 3-D shape estimation from blob features. In Proc. International Conference on Pattern Recognition, 1996.
3. H. Cooper, B. Holt, and R. Bowden. Sign Language Recognition. In Visual Analysis of Humans, pages 539-562. 2011.
4. D. Kim, H. Choi, and J. Kim. 3D Space Handwriting Recognition with Ligature Model. In Proc. Ubiquitous Computing Systems, 2006.
5. Y. Liu, X. Liu, and Y. Jia. Hand-Gesture Based Text Input for Wearable Computers. In Proc. Computer Vision Systems, 2006.
6. S. Mitra and T. Acharya. Gesture Recognition: A Survey. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 37(3):311 -324, 2007.
7. K. Nickel and R. Stiefelhagen. Pointing Gesture Recognition based on 3D-Tracking of Face, Hands and Head Orientation. In Proc. International Conference on Multimodal Interfaces, 2003.
8. R. Plamondon and S. N. Srihari. On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey. Transactions on Pattern Analysis, 22(1):63-83, 2000.
9. L. Rabiner. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77(2):257-286, 1989.
10. A. Schick, F. van de Camp, J. Ijsselmuiden, and R. Stiefelhagen. Extending Touch: Towards Interaction with Large-Scale Surfaces. In Proc. Interactive Tabletops and Surfaces, pages 117-124, 2009.
11. G. Shoemaker, L. Findlater, J. Q. Dawson, and K. S. Booth. Mid-air text input techniques for very large wall displays. In Proc. Graphics Interface, pages 231-238, 2009.
12. Z. Zafrulla, H. Brashear, T. Starner, H. Hamilton, and P. Presti. American Sign Language Recognition with the Kinect. In Proc. International Conference on Multimodal Interfaces, pages 279-286, 2011.
13. S. Zhou, Z. Dong, W. Li, and C. P. Kwong. Hand-written character recognition using MEMS motion sensing technology. In Proc. Advanced Intelligent Mechatronics, pages 1418 -1423, 2008.