数字化历史照片缺陷的双重分类

E. Ardizzone, A. D. Polo, H. Dindo, G. Mazzola, C. Nanni
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引用次数: 6

摘要

旧照片可能会受到几种缺陷的影响。手工修复者使用他们自己的分类法来对照片受到影响的损害进行分类,以便对特定缺陷应用适当的修复技术。一旦照片被数字化获取,缺陷就会成为图像的一部分,它们的外观也会发生变化。本文旨在首次尝试将印刷照片的真实缺陷与其数字化版本的数字缺陷联系起来。提出了一种针对真实缺陷和数字缺陷的双重分类方法,并将其用于图像数据集的分类,用于后验比较研究。此外,对数字化图像的一组数字特征进行了分析,以确定哪些特征可能对自动检测方法有用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Dual Taxonomy for Defects in Digitized Historical Photos
Old photos may be affected by several types of defects. Manual restorers use their own taxonomy to classify damages by which a photo is affected, in order to apply the proper restoration techniques for a specific defect. Once a photo is digitally acquired, defects become part of the image, and their aspect change. This paper wants to be a first attempt to correlate real defects of printed photos, and digital defects of their digitized versions. A dual taxonomy is proposed, for real and digital defects, and used to classify an image dataset, for a posteriori comparative study. Furthermore, a set of digital features is analyzed for digitized images, to identify which of them could be useful for an automatic inspection method.
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