Concepedia

Stochastic Image Generation

Stochastic Image Generation is a procedural image generation method that employs probabilistic models to produce visual outputs, distinguishing itself through the incorporation of randomness and statistical variation in the synthesis process.

48

Publications

5.9K

Citations

138

Authors

79

Institutions

Publications per year

2017–2026

14

Parents

Publications

48

Markov Random Field Texture Models

George R. Cross, Anil K. Jain · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1983 · 1.4K citations

, , +15

Computer rendering of stochastic models

Alain Fournier, Don Fussell, Loren Carpenter · Communications of the ACM · 1982 · 818 citations

, , +14

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Jooyoung Choi, Sungwon Kim, Yonghyun Jeong et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 589 citations

, , +14

Approximate and probabilistic algorithms for shading and rendering structured particle systems

William T. Reeves, Ricki Blau · ACM SIGGRAPH Computer Graphics · 1985 · 403 citations

, , +15

Wang Tiles for image and texture generation

Michael F. Cohen, Jonathan Shade, Stefan Hiller · 2003 · 332 citations

, , +16

1–5 of 48

Authors

138

  1. LR
    Lingmin Ran

    National University of Singapore, Singapore

    2 publications · 92 citations

    2

    h-index

  2. JS
    Jonathan Shade

    Microsoft Research (United Kingdom), United Kingdom

    2 publications · 595 citations

    2

    h-index

  3. MF
    Michael F. Cohen

    Microsoft (United States), United States

    2 publications · 595 citations

    2

    h-index

  4. DF
    Don Fussell

    The University of Texas at Austin, United States

    2 publications · 839 citations

    2

    h-index

  5. AG
    André Gagalowicz

    Institut national de recherche en sciences et technologies du numérique, France

    2 publications · 131 citations

    2

    h-index

1–5 of 138

Institutions

79

  1. University of California, Berkeley

    Berkeley, United States

    3 h-index

    4 publications

    606 citations

  2. Technische Universität Dresden

    Dresden, Germany

    2 h-index

    2 publications

    595 citations

  3. Simon Fraser University

    Burnaby, Canada

    2 h-index

    8 publications

    616 citations

  4. The University of Texas at Dallas

    Richardson, United States

    2 h-index

    4 publications

    62 citations

  5. University of Oxford

    Oxford, United Kingdom

    2 h-index

    2 publications

    151 citations

  6. Laboratoire Lorrain de Recherche en Informatique et ses Applications

    Nancy, France

    2 h-index

    6 publications

    149 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    2 publications

    49 citations

  8. Wildlife Information Liaison Development

    Coimbatore, India

    2 h-index

    2 publications

    595 citations

1–8 of 79

Venues

  1. Computer Graphics Forum

    3 publications · 144 citations

    3

    h-index

  2. ACM Transactions on Graphics

    TOG · 3 publications · 342 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 29 citations

    2

    h-index

  4. 2

    h-index

  5. Frontiers in Water

    1 publications · 24 citations

    1

    h-index

1–5