球面三角形的分层抽样

J. Arvo
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引用次数: 108

摘要

提出了一种从任意球面三角形生成均匀分布随机样本的算法。该算法基于单位平方的变换,便于分层采样,是减小方差的有效手段。该算法可以对任意多边形所对应的立体角进行分层采样;这是图像合成中的一个基本操作,在蒙特卡洛文献中没有提到。利用初等球面三角导出了所需的变换,并给出了完整的采样算法。CR
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stratified sampling of spherical triangles
We present an algorithm for generating uniformly distributed random samples from arbitrary spherical triangles. The algorithm is based on a transformation of the unit square and easily accommodates stratified sampling, an effective means of reducing variance. With the new algorithm it is straightforward to perform stratified sampling of the solid angle subtended by an arbitrary polygon; this is a fundamental operation in image synthesis which has not been addressed in the Monte Carlo literature. We derive the required transformation using elementary spherical trigonometry and provide the complete sampling algorithm. CR
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