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Towards the Definition of a Low-Cost Toolbox for Qualitative Inspection of Painted Historical Vaults by Means of Modified DSLR Cameras,Open Source Programs and Signal Processing Techniques

机译:通过改进的DSLR相机,开源程序和信号处理技术对彩绘历史保险库进行定性检查的低成本工具箱的定义

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Historical architecture is a primary element containing the identity values of a society. The wide diffusion of many ancient buildings gathering part of these values on painting walls over territories often characterized by poor technological or economic resources brings to consider the development of low-cost protocols to inspect valued surfaces and to give the authorities in charge of preservation and restoration adequate technical information. Here we present the preliminary results of a recent application of remote sensing micro-geophysical techniques to typical architectural targets such as vaults. A modified commercial Digital Single-Lens Reflex (DSLR) camera was used to acquire multispectral datasets on portions of a painted vault. Multispectral datasets were used raw or after the application of a pre-processing step with a Multi Images Stacking (MIS) algorithm. Multispectral images were then processed with spatial wavelet decomposition, histogram enhancing, thresholds application, image fusion, false colors compositing and Principal Component Analysis (PCA) techniques. Software used have been GNU Image Manipulation Program (GIMP) and Mathworks MATLAB (which can be substituted for the processing steps proposed by the built-in functions of GNU OCTAVE open-source software). Processed images were able to highlight features on vault paintings revealing details of the surface or its very shallow layers which were impossible or very difficult to distinguish in raw data. In fact, they emphasized low-visible details, differences in apparently similar finishes or pigments, cracks and probably details of surface preparation.
机译:历史架构是包含社会的身份值的主要元素。许多古建筑的广泛扩散聚集在绘画墙上,这些价值观在绘画墙上,经常缺乏技术或经济资源,使得考虑开发低成本协议来检查有价值的表面,并为当局提供保存和恢复的当局适当的技术信息。在这里,我们提出了最近将遥感微地球物理技术应用于典型的架构目标(如拱顶)的初步结果。改进的商业数字单镜头反射(DSLR)相机用于在涂漆的拱顶的部分上获取多光谱数据集。使用多像堆叠(MIS)算法使用预处理步骤(MIS)算法,使用RAW或之后使用多光谱数据集。然后用空间小波分解,直方图增强,阈值应用,图像融合,假颜色合成和主成分分析(PCA)技术进行多光谱图像。使用的软件已成为GNU图像操作程序(GIMP)和MathWorks Matlab(可以代替GNU Octave开源软件的内置功能所提出的处理步骤)。加工的图像能够突出显示Vault绘画的特征,揭示表面的细节或其非常浅层,这是不可能的或非常难以区分原料数据的。事实上,它们强调了低可见的细节,显然相似的饰面或颜料,裂缝以及表面制备细节的差异。

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