Video-Based On-line Handwriting Recognition

Fink GA, Wienecke M, Sagerer G (2001)
In: Proc. International Conference on Document Analysis and Recognition. IEEE: 226-230.

Conference Paper | Published | English

No fulltext has been uploaded

Author
; ;
Abstract
The use of handwriting provides a natural way of interacting with small portable computers. However, in order to capture handwritten text on-line special input devices are necessary. Therefore, Munich & Perona proposed to use visual input for pen-based computers. Writing can then be performed on ordinary paper and pen trajectories are automatically extracted from image sequences recorded during the writing process. On the basis of this work we developed a complete video-based on-line handwriting recognition system. We will present the techniques applied for pen tracking, pre-processing, feature extraction, and statistical modeling and recognition. Evaluation results on a writer independent unconstrained handwriting recognition task demonstrate that the inherent limitations of the video-based approach can be compensated using robust modeling combined with adaptation techniques. Mario E. Munich and Pietro Perona: Visual Input for Pen-Based Computers, in: International Conference on Pattern Recognition, volume 3, pages 33-37, Vienna, Austria, 1996.
Publishing Year
PUB-ID

Cite this

Fink GA, Wienecke M, Sagerer G. Video-Based On-line Handwriting Recognition. In: Proc. International Conference on Document Analysis and Recognition. IEEE; 2001: 226-230.
Fink, G. A., Wienecke, M., & Sagerer, G. (2001). Video-Based On-line Handwriting Recognition. Proc. International Conference on Document Analysis and Recognition, 226-230.
Fink, G. A., Wienecke, M., and Sagerer, G. (2001). “Video-Based On-line Handwriting Recognition” in Proc. International Conference on Document Analysis and Recognition (IEEE), 226-230.
Fink, G.A., Wienecke, M., & Sagerer, G., 2001. Video-Based On-line Handwriting Recognition. In Proc. International Conference on Document Analysis and Recognition. IEEE, pp. 226-230.
G.A. Fink, M. Wienecke, and G. Sagerer, “Video-Based On-line Handwriting Recognition”, Proc. International Conference on Document Analysis and Recognition, IEEE, 2001, pp.226-230.
Fink, G.A., Wienecke, M., Sagerer, G.: Video-Based On-line Handwriting Recognition. Proc. International Conference on Document Analysis and Recognition. p. 226-230. IEEE (2001).
Fink, Gernot A., Wienecke, Markus, and Sagerer, Gerhard. “Video-Based On-line Handwriting Recognition”. Proc. International Conference on Document Analysis and Recognition. IEEE, 2001. 226-230.
This data publication is cited in the following publications:
This publication cites the following data publications:

Export

0 Marked Publications

Open Data PUB

Search this title in

Google Scholar