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首页> 外文期刊>Journal of Electrical & Electronic Systems >Straightening Uniformly Folded Document Image
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Straightening Uniformly Folded Document Image

机译:校直均匀折叠的文档图像

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Image processing is very much important area of research nowadays and is being taken interest deeply as the mobile phones and smart cameras are demands of the emerging global markets. Document image processing is the sub branch of it which includes processing the images of the paper may or may not be containing any write up or say textual contents, graphics, tables or any informative thing in form of written or printed stuff. Many a time’s we people are habituated to fold the document papers in our hands and put them in pocket or somewhere. If then we want them to be scanned or apply OCR (OPTICAL CHARACTER RECOGNITION) on them then we need to capture an image of such folded documents. For image acquisition there are many sources like digital cameras, mobile phone cameras, printers etc. are available around us. When we need to scan them to convert them into electronic form (to perform OCR on them), then the problems occur because the folded documents cannot be easily scanned as they have folds and due to such folds there are huge possibilities of shadows in fold parts which can distort the quality of the document as well as this may make the readability of the document poorer. In this paper, the authors have proposed an algorithm to straighten such folded document image to get accurate OCR results in accordance with least distortion in quality of the same. The derived method helps to straighten the uniform folds digitally. So that the processed document can be applied to get improved OCR results with improved in terms of accuracy.
机译:图像处理是当今研究中非常重要的领域,并且随着手机和智能相机成为新兴的全球市场的需求,图像处理已引起人们的极大关注。文档图像处理是其子分支,其中包括处理纸张图像,该图像可能包含或可能不包含任何书面内容或图形内容,图形,表格或任何以书面或印刷品形式提供的信息。很多时候,我们习惯于将人们将文件折叠在手中,然后放在口袋中或其他地方。如果这样,我们希望对其进行扫描或对它们应用OCR(光学字符识别),那么我们需要捕获此类折叠文档的图像。对于图像采集,我们周围有很多资源,如数码相机,手机相机,打印机等。当我们需要对其进行扫描以将其转换为电子形式(以对其执行OCR)时,就会出现问题,因为折叠后的文档由于具有折痕而无法轻松地进行扫描,并且由于这种折痕,折痕部分中阴影的可能性很大这会扭曲文档的质量,并且这可能会使文档的可读性变差。在本文中,作者提出了一种算法,该算法可以将折叠后的文档图像弄直,以获得准确的OCR结果,并且其质量失真最小。派生的方法有助于以数字方式拉直均匀的折痕。这样就可以将处理后的文档应用于获得精度更高的改进的OCR结果。

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