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基于直方图分析和OTSU算法的文字图像二值化

吴丹 蔡晓东 谢月飞 曾威

计算机与现代化Issue(7):117-119,234,4.
计算机与现代化Issue(7):117-119,234,4.DOI:10.3969/j.issn.1006-2475.2013.07.031

基于直方图分析和OTSU算法的文字图像二值化

Binarization of Text Image Based on Histogram Analysis and OTSU Algorithm

吴丹 1蔡晓东 1谢月飞 1曾威2

作者信息

  • 1. 桂林电子科技大学信息与通信学院,广西桂林541004
  • 2. 桂林远望智能通信科技有限公司,广西桂林541004
  • 折叠

摘要

Abstract

The quality of binarization algorithm of text image directly affects the character recognition performance of text extraction based on gray-level image.Compared with several common binarization algorithms,this paper proposes an improved algorithm combined histogram analysis with OTSU.By means of the interval analysis and classification in histogram information,the algorithm reduces the search range of threshold value,and utilizes OTSU to get the optimal threshold value.The experimental results show that it offers key techniques to reduce the light influence of OTSU,and is of general segmentation applicability.

关键词

自然场景;二值化/直方图/OTSU

Key words

natural scenes/binarization/histogram/OTSU

分类

信息技术与安全科学

引用本文复制引用

吴丹,蔡晓东,谢月飞,曾威..基于直方图分析和OTSU算法的文字图像二值化[J].计算机与现代化,2013,(7):117-119,234,4.

基金项目

国家科技支撑计划项目(2012BAH20B01,SQ2013SF13E01444) (2012BAH20B01,SQ2013SF13E01444)

广西自然科学基金资助项目(2010GXNSFC013014) (2010GXNSFC013014)

广西科学研究与技术开发计划项目(桂科攻111007006-23) (桂科攻111007006-23)

计算机与现代化

OACSTPCD

1006-2475

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