Tutorials

Here we have provided some tutorials with downloadable notebooks showing how to generate, use, and validate these pooling windows.

• Generate Windows
  • Initializing PoolingWindows
  • Using PoolingWindows
  • Choosing Scaling Values
  • Visualizing PoolingWindows
  • Understanding PoolingWindows
• Sampling and Aliasing
  • Successful sampling
  • Unsuccessful sampling
• Comparing Gaussian and Cosine Windows
  • Comparing Window Functions
  • Visualizing Window Types
  • Matching FWHM for Comparison, Scaling=0.5
  • Matching FWHM, Scaling=0.25
• Synthesizing Metamers
  • Loading in images
  • Visualizing Pooled Windows
  • Synthesizing image metamers
  • Changing Scaling Values
  • Comparing Window Types
  • Conclusion
• Steerable Pyramids
  • Setting Up Figures
  • Creating the Steerable Pyramid
  • Applying PoolingWindows to Steerable Pyramid