Automatic Grading Prototype System for KANJI Dictation Test
Abstract
This paper presents an automatic grading prototype system developed as recognition engine for Japanese KANJI Dictation Test which aims to certificate the reading and writing ability of KANJI characters. The system is designed to replace the conventional human-grading process. Different from general handwritten character recognition systems which allow to read incorrect (misspelled) characters, the grading system is required to discriminate miswritten characters more strictly from correct ones. This paper introduces the core processing stages of the system. Focused on the relationship between "Error of judgement" and "Rejection",several discrimination methods based on the character classification approach and the likelihood approach are comparatively evaluated. A grading accuracy of error rate less than 0.5% with rejection rate less than 50% is achieved in the performance evaluation test.
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- Automatic Grading Prototype System for KANJI Dictation Test
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Published In
August 2002
ISBN:076951695X
Copyright © Copyright (c) 2002 Institute of Electrical and Electronics Engineers, Inc. All rights reserved.
Publisher
IEEE Computer Society
United States
Publication History
Published: 11 August 2002
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