A handwritten character recognition system using directional element feature and asymmetric mahalanobis distance

被引：121

作者：

Kato, N ^{[1
]}

Suzuki, M

Omachi, S

Aso, H

Nemoto, Y

机构：

[1] Tohoku Univ, Grad Sch Informat Sci, Sendai, Miyagi 9808579, Japan

[2] Tokyo Natl Coll Technol, Dept Comp Sci, Hachioji, Tokyo 1938610, Japan

[3] Tohoku Univ, Grad Sch Engn, Sendai, Miyagi 9808579, Japan

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1999年 / 21卷 / 03期

关键词：

handwritten Chinese and Japanese character; recognition; directional element feature; city block distance with deviation; asymmetric Mahalanobis distance; ETL9B;

D O I：

10.1109/34.754617

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a precise system for handwritten Chinese and Japanese character recognition. Before extracting directional element feature (DEF) from each character image, transformation based on partial inclination detection (TPID) is used to reduce undesired effects of degraded images. In the recognition process, city block distance with deviation (CBDD) and asymmetric Mahalanobis distance (AMD) are proposed for rough classification and fine classification. With this recognition system, the experimental result of the database ETL9B reaches to 99.42%.

引用

页码：258 / 262

页数：5

共 21 条

[1] RECOGNITION OF PRINTED CHINESE CHARACTERS
CASEY, R
NAGY, G
[J]. IEEE TRANSACTIONS ON ELECTRONIC COMPUTERS, 1966, EC15 (01): : 91 - &
[2] Multi-stroke relaxation matching method for handwritten Chinese character recognition
Cheng, FH
[J]. PATTERN RECOGNITION, 1998, 31 (04) : 401 - 410
[3] Ejima T., 1985, Transactions of the Institute of Electronics and Communication Engineers of Japan, Part D, VJ68D, P789
[4] Guo J., 1993, Transactions of the Institute of Electronics, Information and Communication Engineers D-II, VJ76D-II, P835
[5] Handwritten Chinese character recognition by metasynthetic approach
Hao, HW
Xiao, XH
Dai, RW
[J]. PATTERN RECOGNITION, 1997, 30 (08) : 1321 - 1328
[6] OPTICAL RECOGNITION OF HANDWRITTEN CHINESE CHARACTERS - ADVANCES SINCE 1980
HILDEBRANDT, TH
LIU, WT
[J]. PATTERN RECOGNITION, 1993, 26 (02) : 205 - 225
[7] KATO H, 1995, PRU953 IEICE
[8] Kato N., 1996, Transactions of the Institute of Electronics, Information and Communication Engineers D-II, VJ79D-II, P45
[9] SMALL SAMPLE-SIZE EFFECTS IN STATISTICAL PATTERN-RECOGNITION - RECOMMENDATIONS FOR PRACTITIONERS
RAUDYS, SJ
JAIN, AK
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1991, 13 (03) : 252 - 264
[10] SAITO T, 1985, IEICE T D, V68, P757

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