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A comprehensive video text localization system based on stroke filter

  • Zhikai Wu*
  • , Xiangzhong Fang
  • , Ci Wang
  • *此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Texts in images and videos are a significant source of high-level semantics for indexing and retrieval. But the localization and extraction of text are always interfered by complex backgrounds with strong edge and texture clutter. In this paper, we propose a comprehensive text localization system which combines several popular methods. First, we extract the stroke features of text using improved stroke filter. Then we employ global thresholding and projection profile to localize the candidate text regions on the stroke map. In the end, based on the stroke statistical features, we use SVM classifier to refine the text regions. The experimental results show that the system is robust to the text size and complex background.

源语言英语
主期刊名2009 International Conference on Wireless Communications and Signal Processing, WCSP 2009
DOI
出版状态已出版 - 2009
已对外发布
活动2009 International Conference on Wireless Communications and Signal Processing, WCSP 2009 - Nanjing, 中国
期限: 13 11月 200915 11月 2009

出版系列

姓名2009 International Conference on Wireless Communications and Signal Processing, WCSP 2009

会议

会议2009 International Conference on Wireless Communications and Signal Processing, WCSP 2009
国家/地区中国
Nanjing
时期13/11/0915/11/09

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