@article{ETD, recid = {9405}, author = {Al Safadi, Ebrahim B.}, title = {Instance and self-supervised learning-based image registration in RKHS}, publisher = {Oregon Health and Science University}, school = {Ph.D.}, address = {2021}, number = {ETD}, abstract = {This work introduces novel methods in the field of deformable image registration, both classical and learning-based. A central theme of the work is leveraging Reproducing Kernel Hilbert Space theory as a powerful regularization framework for dense displacement fields that are estimated via image registration.}, url = {http://digitalcollections.ohsu.edu/record/9405}, doi = {https://doi.org/10.6083/ws859g39n}, }