Structural model constructing for optical handwritten character recognition; IOP Conference Series: Materials Science and Engineering; Vol. 173 : Mathematical Models and their Applications 2016
| Parent link: | IOP Conference Series: Materials Science and Engineering Vol. 173 : Mathematical Models and their Applications 2016.— 2017.— 012006, 9 p.] |
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| Andere auteurs: | , |
| Samenvatting: | Title screen The article is devoted to the development of the algorithms for optical handwritten character recognition based on the structural models constructing. The main advantage of these algorithms is the low requirement regarding the number of reference images. The one-pass approach to a thinning of the binary character representation has been proposed. This approach is based on the joint use of Zhang-Suen and Wu-Tsai algorithms. The effectiveness of the proposed approach is confirmed by the results of the experiments. The article includes the detailed description of the structural model constructing algorithm's steps. The proposed algorithm has been implemented in character processing application and has been approved on MNIST handwriting characters database. Algorithms that could be used in case of limited reference images number were used for the comparison. |
| Taal: | Engels |
| Gepubliceerd in: |
2017
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| Onderwerpen: | |
| Online toegang: | http://dx.doi.org/10.1088/1757-899X/173/1/012006 http://earchive.tpu.ru/handle/11683/45806 |
| Formaat: | Elektronisch Hoofdstuk |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=654643 |
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| 200 | 1 | |a Structural model constructing for optical handwritten character recognition |f P. A. Khaustov, V. G. Spitsyn, E. I. Maksimova | |
| 203 | |a Text |c electronic | ||
| 300 | |a Title screen | ||
| 320 | |a [References: 14 tit.] | ||
| 330 | |a The article is devoted to the development of the algorithms for optical handwritten character recognition based on the structural models constructing. The main advantage of these algorithms is the low requirement regarding the number of reference images. The one-pass approach to a thinning of the binary character representation has been proposed. This approach is based on the joint use of Zhang-Suen and Wu-Tsai algorithms. The effectiveness of the proposed approach is confirmed by the results of the experiments. The article includes the detailed description of the structural model constructing algorithm's steps. The proposed algorithm has been implemented in character processing application and has been approved on MNIST handwriting characters database. Algorithms that could be used in case of limited reference images number were used for the comparison. | ||
| 461 | 1 | |0 (RuTPU)RU\TPU\network\2008 |t IOP Conference Series: Materials Science and Engineering | |
| 463 | 1 | |t Vol. 173 : Mathematical Models and their Applications 2016 |o V International Workshop, 7–9 November 2016, Krasnoyarsk, Russia |o [proceedings] |v 012006, 9 p.] |d 2017 | |
| 610 | 1 | |a электронный ресурс | |
| 610 | 1 | |a труды учёных ТПУ | |
| 610 | 1 | |a рукописные тексты | |
| 610 | 1 | |a распознавание | |
| 610 | 1 | |a структурные модели | |
| 610 | 1 | |a алгоритмы | |
| 700 | 1 | |a Khaustov |b P. A. |c specialist in the field of informatics and computer technology |c assistant of Tomsk Polytechnic University |f 1990- |g Pavel Aleksandrovich |3 (RuTPU)RU\TPU\pers\36989 | |
| 701 | 1 | |a Spitsyn |b V. G. |c specialist in the field of informatics and computer technology |c Professor of Tomsk Polytechnic University, Doctor of technical sciences |f 1948- |g Vladimir Grigorievich |3 (RuTPU)RU\TPU\pers\33492 |9 17160 | |
| 701 | 1 | |a Maksimova |b E. I. |g Elena Ivanovna | |
| 712 | 0 | 2 | |a Национальный исследовательский Томский политехнический университет (ТПУ) |b Институт кибернетики (ИК) |b Кафедра информационных систем и технологий (ИСТ) |3 (RuTPU)RU\TPU\col\22637 |
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| 856 | 4 | |u http://dx.doi.org/10.1088/1757-899X/173/1/012006 | |
| 856 | 4 | |u http://earchive.tpu.ru/handle/11683/45806 | |
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