Boundary Losses in Segmentation Problems

Some observations and clarifications to the papers:

Hoel Kervadeca, Jihene Bouchtibaa, Christian Desrosiersa, Eric Grangera, Jose Dolza, Ismail Ben Ayed, "Boundary loss for highly unbalanced segmentation", Proceedings of Machine Learning Research 102:285–296, 2019.

D. Karimi and S. E. Salcudean, "Reducing the Hausdorff Distance in Medical Image Segmentation With Convolutional Neural Networks," in IEEE Transactions on Medical Imaging, vol. 39, no. 2, pp. 499-513, 2020. arXiv1904.10030

Losses Implementation

Tests