Comparison of two ASCII art extraction methods: A run-length encoding based method and a byte pattern based method

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Text based pictures called ASCII art are often used in Web pages, email text and so on. They enrich expression in text data, but they can be noise for natural language processing and large ASCII arts are deformed in small display devices. We can ignore ASCII arts in text data or replace them with other strings by ASCII art extraction methods, which detect areas of ASCII arts in a given text data. Our research group and another research group independently proposed two different ASCII art extraction methods, which are a run-length encoding based method and a byte pattern based method respectively. Both of the methods use text classifiers constructed by machine learning algorithms, but they use different attributes of text. In this paper, we compare the two methods by ASCII art extraction experiments where training text and testing text are in English and Japanese. Our experimental results show that the two methods are competitive if training text and testing text are in a same set of languages, but the run-length encoding based method works better than the byte pattern based method if training text and testing text are in different sets of languages.

本文言語English
ホスト出版物のタイトルProceedings of the IASTED International Conference on Computational Intelligence, CI 2015
出版社Acta Press
ページ269-276
ページ数8
ISBN(電子版)9780889869752
DOI
出版ステータスPublished - 2015
イベント2015 IASTED International Conference on Computational Intelligence, CI 2015 - Innsbruck, Austria
継続期間: 2015 2 162015 2 17

出版物シリーズ

名前Proceedings of the IASTED International Conference on Computational Intelligence, CI 2015

Other

Other2015 IASTED International Conference on Computational Intelligence, CI 2015
CountryAustria
CityInnsbruck
Period15/2/1615/2/17

ASJC Scopus subject areas

  • Computational Mechanics
  • Artificial Intelligence

フィンガープリント 「Comparison of two ASCII art extraction methods: A run-length encoding based method and a byte pattern based method」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル