节点文献
基于小波变换的文字检测与提取方法
New Wavelet Based Approach for Text Detection and Extraction
【摘要】 视频中包含的文字信息与视频的语义内容有很强的相关性,将视频中的文字信息提取出来进行分析处理可以有效地理解电视视频语义,从而实现对视频内容的安全监控。针对文字检测提出一种基于小波变换、角点特征图像和统计特征的有效方法,并运用基于彩色空间的文字提取方法获取二值图像,更有利于后面OCR的文字识别。
【Abstract】 Text in frames has a strong correlation with the semantic content of videos. Analysing text extracted from the video frames can effectively improve the semantic information understanding,which can be utilized in video security monitoring. In this paper,a text detection algorithm is proposed based on wavelet decomposition,corner point and statistical features. And a color space based text extraction method is employed to obtain binary image, which can promote the text recognition result of OCR.
- 【文献出处】 电视技术 ,Video Engineering , 编辑部邮箱 ,2014年03期
- 【分类号】TP391.41
- 【被引频次】3
- 【下载频次】109