Bayesian Image Reconstruction: Demos

R packages used are available here.

R code to reproduce these results are available here.

Demos

• Denoising slightly blurred images
• Denoising with locally estimated kernel
• Super-resolution applied on test images (3x, 2x, and 1x)
• Super-resolution applied on a few other images
• Super-resolution on synthetically downsampled images
• Deconvolution on images synthetically blurred with complicated kernels
• Blind deconvolution on images from Fergus et al
• Inpainting example with robust loss function
• Robust denoising as a post-processing step