路径空间滤波

A. Keller, Ken Dahm, Nikolaus Binder
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引用次数: 25

摘要

我们用样本的加权平均值代替样本本身,提高了拟蒙特卡罗积分逼近的效率。本文构造的确定性算法收敛于给定的积分逼近问题的解。在逼真图像合成的光传输模拟设置中,通过视觉证据证明了一致性方法的改进和广泛适用性,其中加权平均值对应于路径空间样本的局部平滑贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Path space filtering
We improve the efficiency of quasi-Monte Carlo integro-approximation by using weighted averages of samples instead of the samples themselves. The proposed deterministic algorithm is constructed such that it converges to the solution of the given integro-approximation problem. The improvements and wide applicability of the consistent method are demonstrated by visual evidence in the setting of light transport simulation for photorealistic image synthesis, where the weighted averages correspond to locally smoothed contributions of path space samples.
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