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A Compact On-line and Off-line Combined Recognizer

Abstract : This paper describes a compact on-line/off-line combined handwriting recognizer for Japanese characters. Conventional combined recognizers mainly consider the recognition accuracy, though recognition speed and memory size are important as well. Especially, the off-line method requires a large prototype dictionary, and therefore the on-line/off-line combined recognizers are difficult to use practically in a small computer. In order to tackle this problem, we propose an on-line/offline combined recognizer where an off-line recognizer is composed of the Modified Quadratic Discriminant Function whose dictionary size is significantly reduced. Moreover, its on-line recognizer is composed of a structured character pattern representation (SCPR) dictionary which reduces the total size of memory and Linear-time Elastic Matching (LTM) which reduces the computation time. Experimental results show that the cumulative recognition rate of top 5 candidates of a proposed 1MB dictionary is 97.3% (almost the same as that of a conventional 90MB dictionary) and that the recognition speed of the 1MB dictionary is 1.75 times faster then that of the 90MB dictionary.
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https://hal.inria.fr/inria-00104438
Contributor : Anne Jaigu <>
Submitted on : Friday, October 6, 2006 - 3:29:02 PM
Last modification on : Friday, October 6, 2006 - 3:33:06 PM
Long-term archiving on: : Tuesday, April 6, 2010 - 6:51:26 PM

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  • HAL Id : inria-00104438, version 1

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Hideto Oda, Bilan Zhu, Junko Tokuno, Motoki Onuma, Akihito Kitadai, et al.. A Compact On-line and Off-line Combined Recognizer. Tenth International Workshop on Frontiers in Handwriting Recognition, Université de Rennes 1, Oct 2006, La Baule (France). ⟨inria-00104438⟩

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