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A multiple frame integration and mathematical morphology based technique for video text extraction

机译:基于多帧集成和基于数学形态学的视频文本提取技术

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Text superimposed on the video frames provides supplement but important information about video content. Recognizing artificial text embedded in video frames is very important and meaning for video indexing and retrieval. In this paper, an efficient approach of text extraction based on temporal information and mathematical morphology is presented. In the first phase the blurred text is filtered, and then these clear text blocks are integrated in order to enhance the text. In the second phase, the edge map is got by using mathematical morphological edge detection. Lastly the missed text pixels in former phases are recalled using empirical rules. Experimental results show that our approach can effectively segment text from background and demonstrate the effectiveness of the proposed method in comparison with other related works.
机译:叠加在视频帧上的文本可提供有关视频内容的补充但重要的信息。识别视频帧中嵌入的人工文本非常重要,对于视频索引和检索具有重要意义。本文提出了一种基于时间信息和数学形态学的有效文本提取方法。在第一阶段,将模糊文本过滤掉,然后将这些明文块集成在一起以增强文本。在第二阶段,通过使用数学形态学边缘检测获得边缘图。最后,使用经验规则重新调用先前阶段中遗漏的文本像素。实验结果表明,与其他相关工作相比,该方法可以有效地从背景中分割文本,并证明了该方法的有效性。

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