A novel invariant mapping applied to hand-written Arabic character recognition

被引：6
|
作者：
Kharma, NN
Ward, RK
机构：
[1] Concordia Univ, E&C Engn Dept, Montreal, PQ H3G 1M8, Canada
[2] Univ British Columbia, E&C Engn Dept, Vancouver, BC V6T 1Z4, Canada
来源：
PATTERN RECOGNITION | 2001年 / 34卷 / 11期
关键词：
invariant mapping; Arabic character recognition; pattern recognition;
D O I：
10.1016/S0031-3203(00)00140-0
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 describes an application of a novel mapping, one that is intended for use in on-line hand-written character recognition. This mapping produces the same output pattern regardless of the orientation, position, and size of the input pattern. The mapping has the advantage of being simple. This makes it computationally efficient and fast, which in turn makes it appropriate for on-line implementations. To demonstrate the usefulness of this mapping, a recognition system utilizing it has been developed for hand-written Arabic characters. The performance of this system is shown to be comparable to that of the existing on-line Arabic character recognition systems. (C) 2001 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.
引用
收藏
页码：2115 / 2120
页数：6
相关论文
共 50 条
  • [21] Investigation of a new feature set based on a vector image in hand-written character recognition
    Ian, D.E.
    Anisimovich, K.V.
    Deryagin, D.G.
    Nikitov, S.A.
    Radiotekhnika i Elektronika, 2003, 48 (03): : 310 - 317
  • [22] Recognition of Hand-Written Archive Text Documents
    Czuni, Laszlo
    Szoeke, Tamas
    Gal, Monika
    COMPUTER VISION AND GRAPHICS, 2012, 7594 : 337 - 344
  • [23] Recognition of Hand-Written Character Strings of Mail Addresses by Fusing Two-Stage Character Recognition and Post Processing Japan
    Umeda, M.
    Hama, Y.
    Denki Gakkai Ronbunshi. C, Erekutoronikusu Joho Kogaku, Shisutemu, 117 (11):
  • [24] RECOGNITION OF HAND-WRITTEN CHARACTERS USING THE DAP.
    Pecht, Josef
    Ramm, Isa
    ICL technical journal, 1982, 3 (02): : 199 - 217
  • [25] Towards a writer-dependent hand-written character recogniser
    Navarro, A
    Allen, CR
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL II, 1996, : 189 - 192
  • [26] Hand-written Numeral Recognition Based on Spectrum Clustering
    Zeng, Shan
    Sang, Nong
    Tong, Xiaojun
    MIPPR 2011: PATTERN RECOGNITION AND COMPUTER VISION, 2011, 8004
  • [27] Feature Recognition Method for Hand-Written Signature Image
    Chen, Hsing-Chung
    Chen, Han-Mi
    ADVANCES ON BROADBAND AND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, BWCCA-2018, 2019, 25 : 713 - 721
  • [28] An adaptative pre-processing for on-line hand-written character recognition by blind people
    de Saint Moulin, R
    Legat, JD
    Deville, Y
    INTERNATIONAL CONFERENCE ON ADVANCES IN PATTERN RECOGNITION, 1999, : 287 - 296
  • [29] Research on offline recognition of Chinese hand-written characters
    Zhao Lixin
    Wang Jianping
    Zhang Yong
    Chen Keqiong
    PROCEEDINGS OF THE FIFTH INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 AND 2, 2014, : 278 - 285
  • [30] Hand-written picture language: For effective pattern recognition
    Kawachiya, S
    PROCEEDINGS OF THE IEEE SOUTHWEST SYMPOSIUM ON IMAGE ANALYSIS AND INTERPRETATION, 1996, : 60 - 65
12345