Adaptive sampling and Markov chain Monte Carlo methods in light transport simulationResearch project funded by the Czech Science Foundation (GA ČR).
AbstractAn important problem in computer graphics is realistic image synthesis, with light transport simulation being its fundamental component. The objective of this project is to develop new methods that will be able to efficiently simulate light in a much wider range of environments than the existing ones. To this end, we propose novel research on adaptive sampling in Monte Carlo methods as well as the use of Markov chain Monte Carlo. The main novelty of our research is a rigorous statistical approach to exploiting different sources of information – often suffering from statistical error – in adaptive simulation. Apart from making a theoretical contribution, our project will benefit practical applications such as the film industry or architectural visualization. Publications2018
Oskar Elek and
Jaroslav Křivánek.
Jaroslav Křivánek,
Ondřej Karlík,
Vladimir Koylazov,
Henrik Wann Jensen,
Thomas Ludwig, and
Christophe Chevallier.
Jan Novák,
Iliyan Georgiev,
Johannes Hanika,
Jaroslav Křivánek, and
Wojciech Jarosz.
Alexander Keller,
Jaroslav Křivánek,
Jan Novák,
Anton Kaplanyan, and
Marco Salvi.
Pascal Grittmann,
Arsene PérardGayot,
Philipp Slusallek,
and
Jaroslav Křivánek
Sebastian Herholz,
Oskar Elek,
Jens Schindel,
Jaroslav Křivánek, and
Hendrik Lensch
Petr Vévoda*,
Ivo Kondapaneni*, and
Jaroslav Křivánek
2017
Oskar Elek*,
Denis Sumin*,
Ran Zhang,
Tim Weyrich,
Karol Myszkowski,
Bernd Bickel,
Alexander Wilkie, and
Jaroslav Křivánek
Toshiya Hachisuka,
Iliyan Georgiev,
Wojciech Jarosz,
Jaroslav Křivánek, and
Derek Nowrouzezahrai.
Jan Beneš,
Tom Kelly,
Filip Děchtěrenko,
Jaroslav Křivánek, and
Pascal Müller.
2016
Sebastian Herholz,
Oskar Elek,
Jiří Vorba,
Hendrik Lensch, and
Jaroslav Křivánek.
Martin Šik,
Hisanari Otsu,
Toshiya Hachisuka,
Jaroslav Křivánek
Martin Šik,
Jaroslav Křivánek
Petr Vévoda, and
Jaroslav Křivánek
Adrien Gruson,
Mickael Ribardiere,
Martin Šik,
Jiří Vorba,
Rémy Cozot,
Kadi Bouatouch,
Jaroslav Křivánek
Jiří Vorba,
Jaroslav Křivánek
