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Illumination Compensation for Document Images Using Local-Global Block Analysis

机译:使用局部全局块分析的文档图像照明补偿

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摘要

This paper presents the illumination compensation technique for document images using local-global block analysis. Imbalance illumination will affect the performance of classification and segmentation process because the darker regions conceal the information of the image. This method will split the image into non-overlapped blocks, and utilize the information within the local and global area of the image. The output images were binarized with simple global thresholding technique and the result shows that the output image is comparable in quality with the existed method. A comparative result will be presented with other document binarization methods.
机译:本文提出了使用局部全局块分析的文档图像照度补偿技术。不平衡照明会影响分类和分割过程的性能,因为较暗的区域会隐藏图像信息。此方法会将图像分成不重叠的块,并利用图像局部和全局区域内的信息。使用简单的全局阈值技术对输出图像进行二值化,结果表明输出图像的质量与现有方法相当。比较结果将与其他文档二值化方法一起呈现。

著录项

  • 来源
  • 会议地点 Kuala Lumpur(MY);Kuala Lumpur(MY)
  • 作者单位

    Department of Computer Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia 43400, UPM Serdang, Selangor, Malaysia;

    rnDepartment of Computer Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia 43400, UPM Serdang, Selangor, Malaysia;

    rnDepartment of Computer Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia 43400, UPM Serdang, Selangor, Malaysia;

    rnDepartment of Computer Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia 43400, UPM Serdang, Selangor, Malaysia;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 信息处理(信息加工);
  • 关键词

    Illumination compensation; local-global block analysis; OCR;

    机译:照明补偿;局部全局块分析;光学字符识别;

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