古阿拉伯语手稿数据采集与图像处理系统

S. Al-Maadeed, Syed F. K. Peer, Nandhini Subramanian
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引用次数: 0

摘要

本文提出了一种将单反相机与定向LED灯相结合的通用数据采集系统,以捕获大量高分辨率手稿图像,从而最大限度地提高数据采集速度,同时最大限度地减少时间和对专用设备的需求。通过集成自定义图像处理软件,将捕获的文档图像映射到平面上,从而可以应用更复杂的计算机视觉算法。为此,我们还介绍了一个可选的二值化工具,允许研究人员执行基本的图像预处理,以简化后期的分析。本文中介绍的硬件设置和软件工具可以结合起来产生一个简单的系统,能够产生用于文档分析研究项目的大型图像数据集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data Collection and Image Processing System for Ancient Arabic Manuscripts
This paper presents a general-purpose data collection system that combines a DSLR camera with directional LED lamps in order to capture a large quantity of high-resolution manuscript images in such a way as to maximize the speed of data collection while minimizing time and the need for specialized equipment. By integrating custom image processing software, the captured document images are mapped to lie on a planar surface, thereby enabling the application of more sophisticated computer vision algorithms. For this purpose, we also introduce an optional binarization tool that allows researchers to perform basic image pre-processing to simplify later analysis. The hardware setup and software tools presented in this paper can be combined to yield a simple system capable of producing large image datasets for use in document analysis research projects.
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