Analysis of the Monte Carlo Image Creation by Uniform Separation

被引:0
|
作者
Penzov, A. A. [1 ]
Dimov, I. T. [1 ,2 ]
Szirmay-Kalos, L. [3 ]
Koylazov, V. N. [4 ]
机构
[1] Bulgarian Acad Sci, Inst Parallel Proc, Acad G Bonchev Bl 25A, BU-1113 Sofia, Bulgaria
[2] Univ Reading, ACET Ctr, Reading RG6 6AH, Berks, England
[3] Budapest Univ Technol & Econ, H-1117 Budapest, Hungary
[4] Chaos Software, Sofia 1729, Bulgaria
来源
关键词
RENDERING EQUATION;
D O I
10.1007/978-3-642-12535-5_49
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper considers the uniform separation technique of integration domain for Monte Carlo image creation. Uniform Separation technique is based on symmetrical separation into small equal size sub-domains to solve the rendering equation which describes the photons propagation in a virtual scene. It tries to reduce the variance at solving the rendering equation pixel by pixel in the image pixels matrix. Our goal is to analyze and study the Monte Carlo estimators by Uniform Separation for numerical treatment of the rendering equation, as well as the influence over the total process of in age creation. We develop our consideration on the base of mathematical theory for Monte Carlo estimations and the experience of image creation. New results for the symmetric separation of integration domain are obtained and presented.
引用
收藏
页码:419 / +
页数:2
相关论文
共 50 条
  • [21] Monte Carlo Dropout for Uncertainty Analysis and ECG Trace Image Classification
    Islam, Md Farhadul
    Zabeen, Sarah
    Mehedi, Md Humaion Kabir
    Iqbal, Shadab
    Rasel, Annajiat Alim
    STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, S+SSPR 2022, 2022, 13813 : 173 - 182
  • [22] UNIFORM OPTIMIZATION OF WEIGHT MONTE-CARLO ESTIMATES
    MIKHAILOV, GA
    ZHIGLIAVSKII, AA
    DOKLADY AKADEMII NAUK SSSR, 1988, 303 (02): : 290 - 293
  • [23] Stereo separation and ΔV Monte Carlo analyses
    Guzman, Jose J.
    Sharer, Peter J.
    Dunham, David W.
    ASTRODYNAMICS 2007, PTS I-III, 2008, 129 : 1955 - 1974
  • [24] Evaluation of eigenvalue separation by the Monte Carlo method
    Kitada, T
    Takeda, T
    JOURNAL OF NUCLEAR SCIENCE AND TECHNOLOGY, 2002, 39 (02) : 129 - 137
  • [25] Eigenvalue separation and eigenmode analysis by matrix-filling Monte Carlo methods
    Vitali, Vito
    Chevallier, Florent
    Jinaphanh, Alexis
    Blaise, Patrick
    Zoia, Andrea
    ANNALS OF NUCLEAR ENERGY, 2021, 164
  • [26] SIMIND Monte Carlo based image reconstruction
    Ljungberg, Michael
    JOURNAL OF NUCLEAR MEDICINE, 2015, 56 (03)
  • [27] Review of Metropolis Monte Carlo Image Enhancements
    Amini, Abolfazl M.
    VISUAL INFORMATION PROCESSING XX, 2011, 8056
  • [28] Monte Carlo image reconstruction of a mammographic phantom
    Ramos, M
    Ferrer, S
    Villaescusa, JI
    Verdú, G
    Campayo, JM
    PROCEEDINGS OF THE 26TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2004, 26 : 1467 - 1470
  • [29] Monte Carlo simulation of portal image formation
    Bissonnette, JP
    Munro, P
    Cunningham, I
    MEDICAL PHYSICS, 2002, 29 (06) : 1242 - 1242
  • [30] Monte Carlo simulation of pair creation using petawatt lasers
    Alexander Henderson
    Edison Liang
    Pablo Yepes
    Hui Chen
    Scott Wilks
    Astrophysics and Space Science, 2011, 336 : 273 - 277