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FreePad: a novel handwriting-based text input for pen and touch interfaces

Published:13 January 2008Publication History

ABSTRACT

The last decade has seen tremendous growth in mobile devices such as Pocket PCs, mobile phones, Tablet PCs and notebooks. Most of these devices enable interaction through a stylus or touch interface, powered by handwriting recognition (HWR) capability. In this paper, we propose a novel input method that addresses some of the issues that arise due to the constraints posed by these devices in accepting handwriting input. For instance, many of the devices have a small writing area making "continuous" input difficult if not impossible, and the process of handwriting input demands significant user attention. The proposed solution is inspired by touch-typing, and appreciably reduces user's effort in the interaction, and it is especially suited for very small writing areas. The approach has been demonstrated using a prototype system that recognizes handwritten English words, and its accuracy has been evaluated using a standard dataset of handwritten words. A preliminary user study has also been carried out to understand user acceptance of the proposed technique.

References

  1. Christian Viard-Gaudin, Pierre Michel Lallican, Philippe Binter, Stefan Knerr. The IRESTE on/off (IRONOFF) dual handwriting database. Proc. of the 5th International Conference on Document Analysis and Recognition (ICDAR), (1999). Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Jaeger, S., Manke, S., Reichert, J., and Waibel, A. Online handwriting recognition: The NPen++ recognizer. International Journal on Document Analysis and Recognition, 3, (2001), 169--180.Google ScholarGoogle ScholarCross RefCross Ref
  3. Pastor, M., Toselli, A. and Vidal, E. Writing speed normalization for on-line handwritten text recognition. Proc. of the 8th International Conference on Document Analysis and Recognition (ICDAR), (2005), 1131--1135. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. Rabiner, R. A tutorial on Hidden Markov Models and selected applications in speech recognition. Proc. of IEEE, 79(2), (1989), 257--286.Google ScholarGoogle ScholarCross RefCross Ref

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  1. FreePad: a novel handwriting-based text input for pen and touch interfaces

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    • Published in

      cover image ACM Conferences
      IUI '08: Proceedings of the 13th international conference on Intelligent user interfaces
      January 2008
      458 pages
      ISBN:9781595939876
      DOI:10.1145/1378773

      Copyright © 2008 ACM

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 13 January 2008

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      Acceptance Rates

      Overall Acceptance Rate746of2,811submissions,27%

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