Overlay Text Detection in Complex Video Background

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题名:	Overlay Text Detection in Complex Video Background
作者:	Chun-Cheng Lin Bo-Min Yen
贡献者:	Department of Electrical Engineering National Chin-Yi University of Technology
关键词:	Transition map Overlay text detection Video subtitles Local binary pattern Texture analysis
日期:	2010-06
上传时间:	2010-09-15 09:46:56 (UTC+8)
摘要:	The subtitles on video are very useful for us to understand video's contents. If we can extract text information from the subtitles, it will be very helpful to establish a database of video’s content that includes annotations and indexes. To extract text from videos, most text detection and extraction methods use the text color, background contrast, and texture information. However, the limitations of the existing methods are various contrasts and complex backgrounds in the text processing. The purpose of this study is to develop a method to detect overlay text in the complex video background. This study utilized the characteristics that there are transient color changes existing between text and its adjacent background, to generate transition maps. And this work applied the connected components to smooth the connected rectangular shapes. The study results demonstrated that the text detection method based on the transition map can effectively detect the text regions under different text contrasts, fonts and background complexities.
關聯:	第五屆智慧生活科技研討會論文集(上)
显示于类别:	[資訊工程系(所)] 第五屆智慧生活科技研討會

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