学术探索
学术期刊
新闻热点
数据分析
智能评审

AUTOMATIC SPATIAL-FREQUENCY SELECTION ALGORITHM FOR PATTERN-RECOGNITION BY CORRELATION

被引：18
作者：
DUBOIS, F
机构：
[1] Service ďOptique et ďAcoustique, Université Libre de Bruxelles, Bruxelles, 1050
来源：
APPLIED OPTICS | 1993年 / 32卷 / 23期
关键词：
OPTICAL PATTERN RECOGNITION; CORRELATION; SYNTHETIC DISCRIMINANT FUNCTIONS;
D O I：
10.1364/AO.32.004365
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
We describe an approach to compute filters that automatically performs a spatial frequency selection to improve interclass discrimination and to reduce intraclass sensitivity. This approach is achieved by using as input to the filter synthesis a set of reference images to compute the filters and a set of distorted images to introduce the distortion or noise model of the reference images. Simulation results of correlation examples are provided for two pattern-recognition problems and are compared with the ones obtained with the standard minimum average correlation energy filters.
引用
收藏
页码：4365 / 4371
页数：7
相关论文
共 28 条
  • [1] OPTICAL CHARACTER RECOGNITION BASED ON NONREDUNDANT CORRELATION-MEASUREMENTS
    BRAUNECKER, B
    HAUCK, R
    LOHMANN, AW
    [J]. APPLIED OPTICS, 1979, 18 (16): : 2746 - 2753
  • [2] CORRELATION SYNTHETIC DISCRIMINANT FUNCTIONS
    CASASENT, D
    CHANG, WT
    [J]. APPLIED OPTICS, 1986, 25 (14): : 2343 - 2350
  • [3] UNIFIED SYNTHETIC DISCRIMINANT FUNCTION COMPUTATIONAL FORMULATION
    CASASENT, D
    [J]. APPLIED OPTICS, 1984, 23 (10): : 1620 - 1627
  • [4] CIRCULAR-HARMONIC FUNCTION, MINIMUM AVERAGE CORRELATION-ENERGY FILTERS
    CASASENT, D
    IYER, A
    RAVICHANDRAN, G
    [J]. APPLIED OPTICS, 1991, 30 (35): : 5169 - 5175
  • [5] POSITION, ROTATION, AND SCALE INVARIANT OPTICAL CORRELATION
    CASASENT, D
    PSALTIS, D
    [J]. APPLIED OPTICS, 1976, 15 (07): : 1795 - 1799
  • [6] GAUSSIAN MINIMUM AVERAGE CORRELATION-ENERGY FILTERS
    CASASENT, D
    RAVICHANDRAN, G
    BOLLAPRAGADA, S
    [J]. APPLIED OPTICS, 1991, 30 (35): : 5176 - 5181
  • [7] MODIFIED MSF SYNTHESIS BY FISHER AND MEAN-SQUARE-ERROR TECHNIQUES
    CASASENT, DP
    ROZZI, WA
    [J]. APPLIED OPTICS, 1986, 25 (02): : 184 - 187
  • [8] CAUFIELD HJ, 1969, APPL OPTICS, V8, P2354
  • [9] ENTROPY OPTIMIZED FILTER FOR PATTERN-RECOGNITION
    FLEISHER, M
    MAHLAB, U
    SHAMIR, J
    [J]. APPLIED OPTICS, 1990, 29 (14): : 2091 - 2098
  • [10] CLARIFICATION OF HORNER EFFICIENCY
    HORNER, JL
    [J]. APPLIED OPTICS, 1992, 31 (23): : 4629 - 4629
123