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Text location for scene image with inherent features

  • Qiaoyu Sun*
  • , Yue Lu
  • *此作品的通讯作者
  • Jiangsu Ocean University
  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Locating the text from nature scene images is a challenge problem for computer, because text is various. In this paper, the inherent characteristics of the text are employed to locate the text from complicated background in the scene images. The edge map of the input image is obtained by the Canny operator which is masked by the Sobel edge map. Then the connected components analysis is used to detect the potential characters. Thirdly, the characters in the same line will be merged into a candidate text region. Finally, the symmetry of edge direction and the stroke width of each candidate text region are calculated to verify if it is a true text region. The experimental results on various scene images have demonstrated that the proposed method is capable of effectively locating text regions of the nature scene image.

源语言英语
主期刊名Pattern Recognition - Chinese Conference, CCPR 2012, Proceedings
522-529
页数8
DOI
出版状态已出版 - 2012
活动2012 5th Chinese Conference on Pattern Recognition, CCPR 2012 - Beijing, 中国
期限: 24 9月 201226 9月 2012

出版系列

姓名Communications in Computer and Information Science
321 CCIS
ISSN(印刷版)1865-0929

会议

会议2012 5th Chinese Conference on Pattern Recognition, CCPR 2012
国家/地区中国
Beijing
时期24/09/1226/09/12

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