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Multi-Directional Scratch Detection and Restoration in Digitized Images

机译:数字图像的多方向划痕检测与恢复

摘要

Line scratches are common defects in old archived videos, but similar imperfections may occur in printed images, in most cases by reason of improper handling or inaccurate preservation of the support. Once an image is digitized, its defects become part of that image. Many state-of-the-art papers deal with long, thin, vertical lines in old movie frames, by exploiting both spatial and temporal information. In this paper we aim to face with a more challenging and general problem: the analysis of line scratches in still images, regardless of their orientation, color, and shape. We present a detection/restoration method to process this defect.
机译:在旧的存档视频中,线条划痕是常见的缺陷,但是在大多数情况下,由于处理不当或支架的保存不正确,在打印的图像中可能会出现类似的缺陷。将图像数字化后,其缺陷将成为该图像的一部分。许多最新的论文都通过利用空间和时间信息来处理旧电影帧中的长而细的垂直线。在本文中,我们旨在面对一个更具挑战性和普遍性的问题:分析静止图像中的线条划痕,无论其方向,颜色和形状如何。我们提出一种检测/修复方法来处理此缺陷。

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