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Text detection from natural scene images using scale space model

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

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A scale space based approach is proposed to detect text from natural scene images with complicated background. An edge map containing the edge information of four directions is obtained by Sobel operators. Character areas are detected by connected components analysis and are merged into candidate text regions. We construct a N-level scale space model and compute spatial responses to the Laplacian-of- Gaussian operator at these scale levels. The distribution of some strongest responses obtained from scale space model is employed to verify whether a candidate is a true text region or not. The experimental results demonstrate that the proposed method is able to effectively filter the nontext regions and locate text regions in natural scene images with complicated background.

源语言英语
主期刊名Advances on Digital Television and Wireless Multimedia Communications - 9th International Forum on Digital TV and Wireless Multimedia Communication, IFTC 2012, Proceedings
156-161
页数6
DOI
出版状态已出版 - 2012
活动9th International Forum on Digital TV and Wireless Multimedia Communication, IFTC 2012 - Shanghai, 中国
期限: 9 11月 201210 11月 2012

出版系列

姓名Communications in Computer and Information Science
331 CCI
ISSN(印刷版)1865-0929

会议

会议9th International Forum on Digital TV and Wireless Multimedia Communication, IFTC 2012
国家/地区中国
Shanghai
时期9/11/1210/11/12

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