Supplementary Material for "Is Deep Image Prior in Need of a Good Education?"

Supplementary material for the paper "Is Deep Image Prior in Need of a Good Education?".

The source code of the project can be found at github.com/rb876/deep_image_prior_extension.

Content:

• Experimental results (hydra run directories, including configurations, logs and saved results):
  • edip_results_ellipses_lotus_20.zip
  • edip_results_ellipses_walnut_120.zip
  • edip_results_ellipses_lotus_limited_45.zip
  • edip_results_brain_walnut_120.zip
  • runs_publish.yaml (lists the directories contained in the zip files; organized by task, data and experiment)
• Videos showing the reconstruction process of (E)DIP:
  • edip_ellipses_lotus_20.mp4
  • edip_ellipses_walnut_120.mp4
• Ray transform matrix projecting a single volume slice of the Walnut, created with the script create_walnut_ray_trafo_matrix.py:
  • single_slice_ray_trafo_matrix_walnut1_orbit2_ass10.mat
• Gold-standard reference reconstruction of the Lotus root:
  • TVGroundTruthLotus128.mat