Camera-based Kanji OCR for mobile-phones: Practical issues

被引：15

作者：

Koga, M ^{[1
]}

Mine, R ^{[1
]}

Kameyama, T ^{[1
]}

Takahashi, T ^{[1
]}

Yamazaki, M ^{[1
]}

Yamaguchi, T ^{[1
]}

机构：

[1] Hitachi Cent Res Lab, Tokyo, Japan

来源：

EIGHTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS 1 AND 2, PROCEEDINGS | 2005年

关键词：

D O I：

10.1109/ICDAR.2005.65

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A camera-based optical character reader (OCR) for Japanese Kanji characters was implemented on a mobile-phone. This OCR has three key features. The first is discriminative feature extraction (DFE) which enables a character classifier needing only small memory size. The second is a word-segmentation method specially designed for looking up Japanese words in a dictionary. The third feature is a GUI suitable for a mobile-phone. A prototype mobile-phone Kanji OCR was constructed and experimentally tested. Recognition accuracy of over 95% was obtained under the best conditions, which shows the potential of our prototype as a new type of electronic dictionary.

引用

页码：635 / 639

页数：5

共 11 条

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