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Published November 8, 2021 | Version v3
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Supplementary Material for "An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction"

  • 1. University College London
  • 2. University of Bremen

Description

Supplementary material for the paper "An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction".

The source code of the project can be found at github.com/educating-dip/educated_deep_image_prior.

 

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_ellipsoids_walnut_3d.zip
    • edip_results_ellipsoids_walnut_3d_60.zip
    • edip_results_ellipses_lotus_limited_45.zip
    • edip_results_brain_walnut_120.zip
    • edip_results_adversarial_pretraining_ellipses_lotus_20.zip
    • edip_results_meta_pretraining_lotus_20.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

Notes

R.B. is supported by the i4health PhD studentship (UK EPSRC EP/S021930/1). J.L. was funded by the German Research Foundation (DFG; GRK 2224/1).

Files

edip_ellipses_lotus_20.mp4

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