Estimating the Skew Angle of Scanned Document through Background Area Information

Angélica A. Mascaro, George D. C. Cavalcanti
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引用次数: 4

Abstract

The skew correction of scanned document images is an important step toward an automatic recognition system. Several techniques have been developed to estimate the skew angle of a scanned document. However, most of these techniques have the problem of expensive computational costs. A variation of a fast method based on parallelograms covering is presented in this article. The objective is to obtain lower computation time and provide a way to work well over noisy images and also over different layouts containing non-text areas with no decrease in performance. Experimental study with different databases achieved results that overcome previous techniques.
利用背景区域信息估计扫描文档的倾斜角
扫描文档图像的倾斜校正是实现自动识别系统的重要步骤。已经开发了几种技术来估计扫描文档的倾斜角。然而,大多数这些技术都存在计算成本昂贵的问题。本文提出了一种基于平行四边形覆盖的快速方法。目标是获得更低的计算时间,并提供一种方法,可以在不降低性能的情况下很好地处理噪声图像和包含非文本区域的不同布局。不同数据库的实验研究取得了超越以往技术的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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