| 基于梯度增强的新闻字幕分割算法 |
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| 引用本文： | 王一丁,蒋小森. 基于梯度增强的新闻字幕分割算法[J]. 计算机辅助设计与图形学学报, 2009, 21(8) |
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| 作者姓名： | 王一丁 蒋小森 |
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| 作者单位： | 北方工业大学信息工程学院,北京,100144;北方工业大学信息工程学院,北京,100144 |
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| 基金项目： | 北京市属市管高等学校人才强教计划 |
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| 摘 要： | 新闻字幕的分割在基于语义的新闻视频检索系统中具有重要的意义,为此提出一种基于梯度增强的新闻字幕分割箅法.该算法使用图像多方向梯度的加权和代替图像的标准方差,通过各方向权值的调节加强某些方向的边缘信息,以提高分割效果.与一些经典的自适应阈值分割算法相比,该算法不仅能够保留大部分笔画,也能有效地减少断笔问题.基于光学文字识别的实验结果证明了文中算法的有效性.
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| 关 键 词： | 文本分割 梯度增强 光学文字识别 新闻视频 |
News Video Text Segmentation Algorithm Based on Gradient Reinforcement |
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| Wang Yiding,Jiang Xiaosen. News Video Text Segmentation Algorithm Based on Gradient Reinforcement[J]. Journal of Computer-Aided Design & Computer Graphics, 2009, 21(8) |
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| Authors: | Wang Yiding Jiang Xiaosen |
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| Affiliation: | College of Information Engineering;North China University of Technology;Beijing 100144 |
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| Abstract: | In the news video retrieval system based on the semantics,text segmentation is an important part.In this paper,an improved text segmentation algorithm based on gradient reinforcement is proposed for news video.Compared with the classical adaptive approaches,the standard deviation of a text image is replaced with the weighted gradient sum of a text image.The weights of special directions can be adjusted to enhance the edge of texts and get better segmentation results;most of the strokes can be reserved.The e... |
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| Keywords: | text segmentation gradient reinforcement optical character recognition news video |
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