使用改进的相机进行波长选择以改进基于图像的文物三维重建

IF 0.7 4区 社会学 0 HUMANITIES, MULTIDISCIPLINARY Journal of the American Institute for Conservation Pub Date : 2023-01-30 DOI:10.1080/01971360.2022.2111501
E. K. Webb, S. Robson, R. Evans, Ariel O’Connor
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引用次数: 1

摘要

基于图像的三维重建工具通常用于文化遗产应用;然而,更广泛的使用增加了输出3D模型的质量的可变性。用不同方法获取的3D模型之间的几何变化使条件监测和测量随时间变化等度量守恒应用具有挑战性。本文介绍了在史密森尼美国艺术博物馆的一个郊狼和乌龟木雕的3D重建研究中,使用改进的现成单反相机和带通滤波器来提高输入图像质量的波长选择研究。这座雕塑有一个很大的裂缝,引起了保护人员的关注,但它弯曲、深色、有光泽的表面对基于图像的尺寸监控提出了挑战。为3D重建输入图像选择红外波长而不是可见光减少了镜面反射并改善了图像对比度,从而改善了3D形状的记录。使用红外辐射的3D重建比使用可见光的重建效果更好。在这种情况下,可见光之间的重建表面差异为~0.6 毫米,而使用红外线的为~0.3 结果表明,反射红外图像对于随着时间的推移记录深色、有光泽的木质表面的3D数据更宽容和灵活,从而提高了基于图像的3D重建的可靠性和可比性。
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Wavelength Selection Using a Modified Camera to Improve Image-Based 3D Reconstruction of Heritage Objects
ABSTRACT Tools for image-based 3D-reconstruction are commonly used for cultural heritage applications; however, wider usage has increased variability in the quality of output 3D models. Geometric variations between 3D models acquired with differing methods make metric conservation applications such as condition monitoring and measuring change over time challenging. This article presents an investigation of wavelength selection using a modified off-the-shelf DSLR camera and bandpass filters to improve input image quality in a 3D-reconstruction study of a wooden sculpture of a coyote and turtle from the Smithsonian American Art Museum. The sculpture has a large crack of concern to conservators, but its curved, dark shiny surface challenges image-based dimensional monitoring. Selecting infrared wavelengths rather than the visible light for 3D reconstruction input images reduced specular surface reflections and improved image contrast resulting in improved recording of the 3D shape. 3D-reconstructions using infrared radiation produce better reconstructions than those using visible light. In this case reconstructed surface discrepancies between visible light are ∼0.6 mm whilst those using infrared are ∼0.3 mm. Results suggest that reflected infrared images are more forgiving and flexible for recording 3D data over time for dark, shiny wooden surfaces and thus improve the reliability and comparability of image-based 3D-reconstruction.
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
18
期刊介绍: The American Institute for Conservation is the largest conservation membership organization in the United States, and counts among its more than 3000 members the majority of professional conservators, conservation educators and conservation scientists worldwide. The Journal of the American Institute for Conservation (JAIC, or the Journal) is the primary vehicle for the publication of peer-reviewed technical studies, research papers, treatment case studies and ethics and standards discussions relating to the broad field of conservation and preservation of historic and cultural works. Subscribers to the JAIC include AIC members, both individuals and institutions, as well as major libraries and universities.
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