Counter - propagation network for character recognition

Trần Ngọc Hà, Nguyễn Thanh Thủy
Author affiliations

Authors

  • Trần Ngọc Hà Publishing House for Science and Technology
  • Nguyễn Thanh Thủy

DOI:

https://doi.org/10.15625/1813-9663/14/2/7894

Abstract

Much effort has been extended in making computer recognize characters automatically. Methods currently widely used for character recognition are mainly involved in pattern marching using image processing techniques. One limitation of such methods is their inability to respond to variations.

This paper presents the use of counter - propagation network based on Kohonen network for character recognition. A first attempt at recognizing 37 symbols has been carried out. Obtained results showed that the system is very robust, stable and still capable to retrieve correctly characters for 25% corrupted images.

Metrics

Metrics Loading ...

Published

15-03-2016

How to Cite

[1]
T. N. Hà and N. T. Thủy, “Counter - propagation network for character recognition”, JCC, vol. 14, no. 2, pp. 13–18, Mar. 2016.

Issue

Section

Computer Science

Most read articles by the same author(s)

1 2 3 > >>