用漫射照明确定物体的形状和反射率

Tae-eun Kim, S. Ryu, J. Choi
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引用次数: 3

摘要

我们提出了一种利用样品球和漫射照明方法来估计反射特性和形状恢复的技术。光度立体法(PSM)一般是基于直接光源。我们的PSM采用漫射照明进行修改,然后应用于混合反射模型,该模型由两个主要组成部分组成,即朗伯反射率和镜面反射率。利用LMS算法,用一种材料制成的样品球来估计反射特性。我们用估计的反射率参数制作了一个由表面法线和亮度值组成的参考表。该方法考虑了邻域亮度分布,将目标图像与参考表进行匹配,具有较好的鲁棒性。物体的三维形状可以通过像素强度分布和参考表来恢复。该算法适用于视觉检测系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determining shape and reflectance properties objects by using diffuse illumination
We propose a technique to estimate reflectance properties and the recovery of shape by using the Sample sphere and Diffuse Illumination Method. The Photometric Stereo Method (PSM) is generally based on a direct light source. Our PSM is modified with diffuse illumination and then applied to a hybrid reflectance model which consists of two main components, Lambertian and specular reflectance. A sample sphere made of one material is used to estimate the reflectance properties by using the LMS algorithm. We make a reference table which consists of surface normal and brightness values using estimated reflectance parameters. The photometric matching method proposed is robust because it matches object images with the reference table considering the neighbor brightness distribution. The 3-D shape of an object can be recovered from pixel intensity distribution and a reference table. The algorithm should be applicable to vision inspection systems.
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