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Deblurring and surveillance adaptive thresholding for image evaluation of printed and scanned documents

机译:去模糊和监视自适应阈值,用于打印和扫描文档的图像评估

摘要

A method is described to obtain a binary image from the print-and-scan process to best match the known original. A point-spread function (PSF) of the PAS process is first obtained from its knife-edge responses, and deblurring is carried out on the scanned images using deconvolution. After image deskewing and preliminary registration, a supervised adaptive thresholding procedure is utilized to binarize the scanned image such that a measure of difference (e.g. the Euclidean distance) between the original and binarized images is minimized. The supervised adaptive thresholding procedure divides the scanned images into many rectangular sub-images. Otsu's method is used to find a starting threshold for each scanned sub-image. An optimal threshold is found around the Otsu's threshold via iterative search to minimize the measure of difference between the original sub-image and scanned sub-image. The sub-images are binarized using the optimal threshold. This method may be used in document authentication.
机译:描述了一种从打印和扫描过程中获取二进制图像以最佳匹配已知原件的方法。首先从其刀锋响应获得PAS过程的点扩展函数(PSF),然后使用反卷积对扫描的图像执行去模糊处理。在图像去歪斜和初步配准之后,利用监督自适应阈值处理过程对扫描图像进行二值化,从而使原始图像和二值化图像之间的差异(例如欧几里德距离)的量度最小。有监督的自适应阈值处理程序将扫描的图像分为许多矩形子图像。 Otsu的方法用于为每个扫描的子图像查找起始阈值。通过迭代搜索在Otsu阈值附近找到一个最佳阈值,以最小化原始子图像和扫描的子图像之间差异的度量。子图像使用最佳阈值进行二值化。此方法可用于文档身份验证。

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