Neural network-based text location in color images

Authors
Citation
K. Jung, Neural network-based text location in color images, PATT REC L, 22(14), 2001, pp. 1503-1515
Citations number
19
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
PATTERN RECOGNITION LETTERS
ISSN journal
01678655 → ACNP
Volume
22
Issue
14
Year of publication
2001
Pages
1503 - 1515
Database
ISI
SICI code
0167-8655(200112)22:14<1503:NNTLIC>2.0.ZU;2-Y
Abstract
This paper proposes neural network-based text locations in complex color im ages. Texture information extracted on several color bands using neural net works is combined and corresponding text location algorithms are then devel oped. Text extraction falters can be automatically constructed using neural networks. Comparisons with other text location methods are presented; indi cating that the proposed system has a better accuracy. (C) 2001 Elsevier Sc ience B.V. All rights reserved.