| 一种光照不均文本图像的校正算法 |
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| 引用本文： | 李良旭,孙高祥,张哲. 一种光照不均文本图像的校正算法[J]. 电脑与信息技术, 2014, 0(1): 14-16 |
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| 作者姓名： | 李良旭 孙高祥 张哲 |
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| 作者单位： | 北方工业大学信息工程学院北京100144 |
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| 基金项目： | 十一五国家科技支撑平台重点基金项目（项目编号：2009BA171802） |
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| 摘 要： | 针对光照不均的文本图像在二值化后文字识别率底下的问题,文章提出了一种针对光照不均图像进行二值化和图像增强的算法。针对图像进行分块处理,根据每块自身的平均灰度值和均方差以及全图的平均灰度值来进行算法的自适应变换,已达到对不同光照的区块进行不同处理的目的。实验结果表明本算法能够比较有效的完成对光照不均的文本图像的处理,比单纯的二值化处理方法有一定的提高。
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| 关 键 词： | 光照不均 文本图像 均方差 |
Algorithm for the Adjustments of Text Images with Uneven Illumination |
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| LI Liang-xu,SUN Gao-xiang,ZHANG Zhe. Algorithm for the Adjustments of Text Images with Uneven Illumination[J]. Computer and Information Technology, 2014, 0(1): 14-16 |
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| Authors: | LI Liang-xu SUN Gao-xiang ZHANG Zhe |
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| Affiliation: | (College of Information Engineering, North China University of Technology, Beijing 100144, China) |
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| Abstract: | Binaryzation can cause text images with uneven illumination to have low character recognition rates. Aiming to solve this problem, we introduce a novel algorithm designed for the binaryzation and enhancement of unevenly-illuminated text images. The method includes partitioning the images and enabling each portion to adapt transformations automatically. With the average grey levels and mean square deviation of each portion and the average grey levels of the whole picture, image areas with variant illuminations can be managed differently. Experiment results show that this algorithm can achieve the goal of such managements relatively effectively, improving the simple binaryzation method. |
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| Keywords: | uneven illumination text images mean square deviation |
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