文献の詳細
| 言語 | 英語 |
|---|---|
| 著者 | Shin'ichiro Omachi, Masaki Inoue, Hirotomo Aso |
| 論文名 | Structure Extraction from Decorated Characters Using Multiscale Images |
| 論文誌名 | IEEE Transactions on Pattern Analysis and Machine Intelligence |
| Vol. | 23 |
| No. | 3 |
| ページ | pp.315-322 |
| 年月 | 2001年3月 |
| 要約 | Decorated characters are widely used in various documents. Practical optical character reader is required to deal with not only common fonts but also complex designed fonts. However, since appearances of decorated characters are complicated, most general character recognition systems cannot give good performances on decorated characters. In this paper, an algorithm that can extract character's essential structure from a decorated character is proposed. This algorithm is applied in preprocessing of character recognition. The proposed algorithm consists of three procedures: global structure extraction, interpolation of structure and smoothing. By using multi-scale images, topographical features such as ridges and ravines are detected for structure extraction. Ridges are used for extracting global structure, and ravines are used for interpolation. Experimental results show character structures are clearly extracted from very complex decorated characters. |
@Article {Omachi2001,
author = {Shin'ichiro Omachi and Masaki Inoue and Hirotomo Aso},
title = {Structure Extraction from Decorated Characters Using Multiscale Images},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {2001},
month = mar,
volume = {23},
number = {3},
pages = {315--322}
}