计算机视觉在文物修复中的应用

Application of Computer Vision in the Restoration of Cultural Rrelics

摘要: 计算机视觉和文物修复是两个不同领域的技术，在近年来的发展中，二者相互融合，为文物修复带来了新的机遇和挑战。本论文旨在介绍计算机视觉和文物修复的背景，并明确研究的目的和意义。首先，利用计算机视觉技术对文物进行数字化建模，以便于更好地保存和传承。其次，利用计算机视觉技术对文物进行检测和分析，以便于更好地了解文物的状况和历史背景。例如，可以通过图像处理技术来检测文物表面的裂纹、腐蚀等问题。最后利用计算机视觉技术对文物进行复原和重建。例如，根据已有的图像信息，并根据相关规则加以修复，以恢复已经存在的图像损失，并使得修复后的图像与原始图像相近或近似于原始图像的视觉效果。

Abstract: Computer vision and restoration are two different fields of technology. In recent years, the integra-tion of the two has brought new opportunities and challenges for the restoration of cultural relics. This paper aims to introduce the background of computer vision and cultural relic restoration and clarify the purpose and significance of the research. Firstly, the use of computer vision technology for digital modeling of cultural relics to better preserve and inherit. Secondly, using computer vi-sion technology to detect and analyze cultural relics in order to better understand their condition and historical background. For example, image processing technology can be used to detect cracks and corrosion on the surface of cultural relics. Finally, computer vision technology is used to restore and reconstruct cultural relics. For example, according to the existing image information and the relevant rules restore the existing image loss, and make the repaired image similar to the original image or approximate the visual effect of the original image.