CHARACTER-RECOGNITION USING A FAST NEURAL-NET CLASSIFIER

被引：4
|
作者：
LI, RY
XU, M
机构：
[1] Department of Electrical Engineering, University of Nebraska, Lincoln
来源：
PATTERN RECOGNITION LETTERS | 1992年 / 13卷 / 05期
关键词：
CHARACTER RECOGNITION; MOMENT INVARIANTS; NEURAL-NET CLASSIFIER; CORRELATION-BASED LEARNING VECTOR ANALYSIS;
D O I：
10.1016/0167-8655(92)90034-W
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A correlation-based neural-net classifier is used to classify printed characters using moment invariants as the feature inputs. This classifier drastically reduces the training time by setting up initial weights and a hidden layer structure more suitable for fast convergence.
引用
收藏
页码：369 / 374
页数：6
相关论文
共 50 条
  • [31] GEOMETRIC MOMENT INVARIANCE IN CHARACTER-RECOGNITION USING ARTIFICIAL NEURAL NETWORKS (ANN)
    SANOSSIAN, HYY
    EVANS, DJ
    [J]. INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 1994, 54 (3-4) : 143 - 153
  • [32] OPTIMAL CHARACTER-RECOGNITION
    WAYNER, P
    [J]. BYTE, 1993, 18 (13): : 203 - &
  • [33] ONLINE CHARACTER-RECOGNITION USING HANDWRITING MODELING
    SIMARD, B
    PRASADA, B
    SINHA, RMK
    [J]. PATTERN RECOGNITION, 1993, 26 (07) : 993 - 1007
  • [34] Neural-net and genetic algorithms for spectral pattern recognition
    Siddiqui, KJ
    [J]. ADVANCED ENVIRONMENTAL AND CHEMICAL SENSING TECHNOLOGY, 2001, 4205 : 320 - 331
  • [35] A NOVEL FEATURE RECOGNITION NEURAL-NETWORK AND ITS APPLICATION TO CHARACTER-RECOGNITION
    HUSSAIN, B
    KABUKA, MR
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (01) : 98 - 106
  • [36] OPTICAL CHARACTER-RECOGNITION SYSTEM
    HAMILTON, WB
    [J]. DATA PROCESSING, 1962, 4 (07): : 22 - 26
  • [37] NEURAL-NET EFFECT
    LONGUETHIGGINS, HC
    [J]. NATURE, 1993, 365 (6445) : 384 - 384
  • [38] FAST CHARACTER RECOGNITION USING KOHONEN NEURAL NETWORK
    Samanta, Shreyasi
    Utkarsha, Sneha
    Gour, Bhupesh
    Tiwari, Vikas Kr.
    [J]. 2018 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATION AND TELECOMMUNICATION (ICACAT), 2018,
  • [39] SOME COMMENTS ON CHARACTER-RECOGNITION
    NEWMAN, EA
    [J]. COMPUTER JOURNAL, 1961, 4 : 114 - &
  • [40] CHARACTER-RECOGNITION ON THE HORIZONTAL MERIDIAN
    STRASBURGER, H
    HARVEY, LO
    RENTSCHLER, I
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 1992, 33 (04) : 1348 - 1348
12345