Cycle-consistent training for Reducing Negative Jacobian Determinant in Deep Registration Networks

Published in Lecture Notes in Computer Sciences, Springer, 2019

This paper apply a cycle consistent training for reducing negative jacobian determinant when deep networks are used for unsupervised registration tasks.

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Recommended citation: Dongyang Kuang. Cycle-consistent training for Reducing Negative Jacobian Determinant in Deep Registration Networks. Simulation and Synthesis in Medical Imaging (SASHIMI) 2019. LNCS, vol 11827, pp. 1–10, 2019.