Implementation of "A Deep Image Prior Learning Algorithm for Joint Selective Segmentation and Registration." Burrows, Liam, Ke Chen, and Francesco Torella. SSVM. 2021.
Requirements:
Tensorflow 2.3.0+
matplotlib
scikit-image
voxelmorph
Main file: dip_main.py.
Results are printed out every 50 epochs. As with DIP, the best results may be before the final iteration.