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Removal of Color Scratches from Old Motion Picture Films Exploiting Human Perception

机译:消除利用人类感知的旧电影胶片中的颜色划痕

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In this paper a unified model for both detection and restoration of line scratches on color movies is presented. It exploits a generalization of the light diffraction effect for modeling the shape of scratches, while perception laws are used for their automatic detection and removal. The detection algorithm has a high precision in terms of number of detected true scratches and reduced number of false alarms. The quality of the restored images is satisfying from a subjective (visual) point of view if compared with the state-of-the-art approaches. The use of very simple operations in both detection and restoration phases makes the implemented algorithms appealing for their low computing time.
机译:在本文中,提出了用于检测和修复彩色电影上的线条划痕的统一模型。它利用光衍射效应的泛化来对划痕的形状进行建模,同时使用感知定律对其进行自动检测和去除。检测算法在检测到的真实划痕数量和错误警报数量减少方面具有很高的精度。如果与最新技术相比,从主观(视觉)的角度来看,还原图像的质量令人满意。在检测和恢复阶段都使用非常简单的操作,使所实现的算法因其计算时间短而吸引人。

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