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Importance sampling with hemispherical particle footprints

机译:具有半球形颗粒足迹的重要性采样

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We present a new importance sampling technique for stochastic ray-based global illumination methods. It allows to enhance the efficiency of global illumination calculations in general scenes with complex illumination settings by selecting preferably those sampling or shooting directions which yield a high contribution. The probability density functions for this are generated with a photon map or importance map that represents the expected contribution. An outgoing direction for a given point in the scene is selected by making directional footprints of the nearest neighbor particles onto the hemisphere above the point. By selecting the radii of the footprints adaptively according to the directional density of the particles, rays can be shot precisely into highly contributing regions where several particles come from a small solid angle. We compare our new technique with existing importance sampling techniques in photon map global illumination simulation, and show that our new technique achieves a considerably lower level of noise in the same computation time.
机译:我们提出了一种新的基于随机射线的全局照明方法的重要度采样技术。通过优选地选择那些产生高贡献的采样或拍摄方向,它允许在具有复杂照明设置的一般场景中提高全局照明计算的效率。为此的概率密度函数由代表预期贡献的光子图或重要性图生成。场景中给定点的出射方向是通过将最近的相邻粒子在该点上方的半球上的定向足迹选择出来的。通过根据粒子的方向密度自适应地选择足迹的半径,可以将射线精确地射入高贡献区域,在该区域中,几个粒子来自较小的立体角。我们在光子图全局照明模拟中将我们的新技术与现有的重要采样技术进行了比较,表明我们的新技术在相同的计算时间内实现了相当低的噪声水平。

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