A General Micro-flake Model for Predicting the Appearance of Car Paint

Serkan Ergun, Sermet Önel, A. Öztürk
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引用次数: 15

Abstract

We present an approximate model for predicting the appearance of car paint from its paint composition. Representing the appearance of car paint is not trivial because of its layered structure which is composed of anisotropic scattering media. The Radiative Transfer Equation (RTE) is commonly used to represent the multiple scattering for the underlying structures. A number of techniques including the Monte Carlo approach, the discrete ordinates, the adding-doubling method, the Eddington approximation, as well as the 2-stream and diffusion approximations have been proposed so far to improve visualization accuracy. Each of these techniques hold advantages over the others when their appropriate conditions are met. The adding-doubling method, in particular, is recognized to be computationally simple and accurate. Jakob et al. [JAM* 10] has generalized the RTE for anisotropic scattering structures and proposed to use a micro-flake model based on double-sided specularly reflecting flakes. They also developed an anisotropic diffusion approximation to solve the corresponding RTE. In this paper, considering the translucent micro-flakes we proposed to use a modified version of the model which was developed by Jakob et al. We utilized the adding-doubling method instead of the diffusion-approximation for the new micro-flake model. The proposed approach also provided a good ground for data compression used in the evaluation of RTE. Empirical comparisons have been made to assess the accuracy and computational efficiency of the proposed model. Based on the sample data, we showed that our model provides visually satisfactory results for the appearance of multi-layered car paint.
预测汽车涂料外观的通用微片模型
我们提出了一个近似模型来预测汽车油漆的外观,从它的油漆成分。由于汽车涂料是由各向异性散射介质构成的层状结构,表征其外观并非易事。辐射传递方程(RTE)通常用来表示底层结构的多重散射。许多技术,包括蒙特卡罗方法,离散坐标,加倍法,Eddington近似,以及2流和扩散近似,已经提出了迄今为止,以提高可视化精度。当满足适当的条件时,这些技术中的每一种都比其他技术具有优势。特别是加倍法,计算简单,精度高。Jakob等[JAM* 10]对各向异性散射结构的RTE进行了推广,提出了基于双面镜面反射薄片的微薄片模型。他们还开发了一个各向异性扩散近似来求解相应的RTE。在本文中,考虑到半透明微片,我们提出使用Jakob等人开发的模型的修改版本。我们用加倍法代替扩散近似法对新的微薄片模型进行求解。该方法还为RTE评价中使用的数据压缩提供了良好的基础。通过实证比较,评估了所提出模型的准确性和计算效率。基于样本数据,我们证明了我们的模型对多层汽车漆的外观提供了令人满意的视觉效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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