The system of handwritten characters recognition on the basis of Legendre moments and neural network

被引：0
|
作者：
Vatkin, M [1 ]
Selinger, M [1 ]
机构：
[1] Natl Acad Sci Belarus, Inst Engn Cybernet, Minsk, BELARUS
来源：
DESDES '1: PROCEEDINGS OF THE INTERNATIONAL WORKSHOP ON DISCRETE-EVENT SYSTEM DESIGN | 2001年
关键词：
moment invariants; Legendre moments; neural networks; radial basis function;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This article analyses the image feature extraction task on the basis of Legendre moments for image recognition problem. Computation algorithm of Legendre moments is presented. A new method for training RBF-neural network is introduced. Classification results for binary images (handwritten Arabic numerals) are presented. On the base of classification results the recommendations for choice of maximal order Legendre moments and various classifiers are given.
引用
收藏
页码：259 / 263
页数：5
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