Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation

Hristina Uzunova, Matthias Wilms, Heinz Handels, Jan Ehrhardt. Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation. In Maxime Descoteaux, Lena Maier-Hein, Alfred Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I. Volume 10433 of Lecture Notes in Computer Science, pages 223-231, Springer, 2017. [doi]

Authors

Hristina Uzunova

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Matthias Wilms

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Heinz Handels

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Jan Ehrhardt

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