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KIAM Preprint № 46, Moscow, 2024
Authors: Nikolaev A.A., Ershov S.V., Frolov V.A.
Langevin Monte Carlo integration with discountinious contribution function for light transport simulation
Abstract:
Our paper is devoted to the study of the Monte Carlo method based on the Langevin equation as applied to Monte Carlo rendering. We describe a simplified scene with a complex and discountinious density of contribution function, in which we evaluate the influence of the preconditioning matrix in the Langevin equation. Such a scene allows us to obtain explainable and interpretable results, which is difficult in real scenes encountered in Monte Carlo rendering. Test results demonstrate that a properly selected way to build preconditioning matrix can significantly reduce the number of steps of the Monte Carlo method, necessary to achieve the specified accuracy.
Keywords:
global illumination, stochastic ray tracing, Markov chain, Langevin equation
Publication language: russian,  pages: 19
Research direction:
Mathematical modelling in actual problems of science and technics
Russian source text:
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About authors:
  • Nikolaev Alexander Alekseevich,  orcid.org/0009-0005-3840-7038Lomonosov Moscow State University
  • Ershov Sergey Valentinovich,  orcid.org/0000-0002-5493-1076KIAM RAS
  • Frolov Vladimir Alexandrovich,  orcid.org/0000-0001-8829-9884KIAM RAS