신경망을 이용한 필기체 숫자의 탐지 및 인식에 관한 연구

A Study on the Spotting and Recognition of Handwritten Numerals Using Neural Networks

  • 임길택 (한국전자통신연구원 우정기술연구부) ;
  • 김호연 (한국전자통신연구원 우정기술연구부) ;
  • 남윤석 (한국전자통신연구원 우정기술연구부)
  • 발행 : 2000.11.01

초록

In this paper, we describe a study on the spotting and recognition of handwritten numerals using neural networks. To recognize a handwritten numeral, two kinds of neural network classifiers ate developed. One makes use of the positive samples only, while the other does both of the positive and negative samples. We propose two numeral spotters which discriminate between numerals and non-numerals. Those are also implemented by using neural networks. From the various experimental results, we found that our methods can be successfully applied to spot and recognize handwritten numerals.

키워드