Skip to main content
Ctrl+K
plenoptic 2.0.2.dev15 documentation - Home plenoptic 2.0.2.dev15 documentation - Home
  • Getting started
  • User Guide
  • API
  • Reference
    • Changelog
    • For developers
  • Home
  • GitHub
  • PyPI
  • Getting started
  • User Guide
  • API
  • Reference
  • Changelog
  • For developers
  • Home
  • GitHub
  • PyPI

Section Navigation

Synthesis method introductions

  • Eigendistortions
  • MAD Competition Conceptual Introduction
  • MAD Competition Usage
  • Metamers

Models and metrics

  • Perceptual distance
  • Steerable Pyramid
  • Portilla-Simoncelli Texture Model
    • Getting started
      • What is a visual texture?
      • Using the Portilla-Simoncelli model in plenoptic
    • Understanding the Model
      • Example Portilla-Simoncelli metamers from different texture classes
      • Understanding Portilla-Simoncelli model statistics
    • Technical details
      • Portilla-Simoncelli optimization details
      • Portilla-Simoncelli Model Limitations
      • Notable differences between Matlab and Plenoptic Implementations
    • Advanced usage
      • More than just texture metamers

Reproducing examples from the literature

  • Reproducing Berardino et al., 2017 (Eigendistortions)
  • Reproducing Wang and Simoncelli, 2008 (MAD Competition)

Advanced Usage

  • Display and animate functions
  • Extending existing synthesis objects
  • User Guide
  • Portilla-Simoncelli Texture Model
  • Understanding the Model

Understanding the Model#

  • Example Portilla-Simoncelli metamers from different texture classes
    • Hand-drawn / computer-generated textures
    • Counterexample to the Julesz Conjecture
    • Pseudo-periodic Textures
    • Aperiodic Textures
    • Complex Structured Photographic Textures
    • Further reading
  • Understanding Portilla-Simoncelli model statistics
    • Pixel Statistics + Marginal statistics
    • Coefficient Correlations
    • Magnitude Correlation
    • Cross-scale Phase Statistics
    • Further reading

previous

Using the Portilla-Simoncelli model in plenoptic

next

Example Portilla-Simoncelli metamers from different texture classes

© Copyright 2019-2025, Plenoptic authors.

Created using Sphinx 9.1.0.

Built with the PyData Sphinx Theme 0.19.0.