Robust Unsupervised Image to Template Registration Without Image Similarity Loss

Author:

Hachicha Slim,Le Célia,Wargnier-Dauchelle Valentine,Sdika Michaël

Publisher

Springer Nature Switzerland

Reference14 articles.

1. Balakrishnan, G., Zhao, A., Sabuncu, M.R., Guttag, J., Dalca, A.V.: Voxelmorph: a learning framework for deformable medical image registration. IEEE Trans. Med. Imaging 38(8), 1788–1800 (2019)

2. Czolbe, S., Pegios, P., Krause, O., Feragen, A.: Semantic similarity metrics for image registration. Med. Image Anal. 87, 102830 (2023). https://doi.org/10.1016/j.media.2023.102830

3. DeTone, D., Malisiewicz, T., Rabinovich, A.: Deep image homography estimation. In: RSS Workshop: Are the Sceptics Right? Limits and Potentials of Deep Learning in Robotics (2016)

4. Evan, M.Y., Wang, A.Q., Dalca, A.V., Sabuncu, M.R.: Keymorph: robust multi-modal affine registration via unsupervised keypoint detection. In: Medical Imaging with Deep Learning (2022)

5. Hill, D., Batchelor, P., Holden, M., Hawkes, D.: Medical image registration. Phys. Med. Biol. 46, R1–45 (2001). https://doi.org/10.1088/0031-9155/46/3/201

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