用于反照率和形状重建的彩色光度立体

O. Ikeda, Y. Duan
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引用次数: 17

摘要

提出了一种利用三种彩色图像同时重建反照率和形状的彩色光度立体方法。光偏振滤光片放置在光源和相机的前面,以捕获不受镜面反射组件影响的图像。首先,反照率图由三幅彩色图像导出。然后,基于图像和反照率图的朗伯反射,采用Jacobi迭代法重构形状;重建使用局部和全局权重进行优化,以最大限度地减少由于图像中的阴影和饱和度以及物体的颜色依赖反射特性而导致的退化。实验结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Color Photometric Stereo for Albedo and Shape Reconstruction
A new color photometric stereo method is presented, which reconstructs both albedo and shape from three color images. Optical polarization filters are placed in front of the light source and a camera to capture images free from specular reflection components. First, the albedo maps are derived from three color images. Then, the shape is reconstructed based on the Lambertian reflection from both the images and the albedo maps, using the Jacobi iterative method. The reconstruction is optimized using local and global weights, to minimize degradations due to shadows and saturations in images and color-dependent reflection characteristics of objects. Experimental results are given to evaluate the method.
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