Focus on defocus: bridging the synthetic to real domain gap for depth estimation

Maxim Maximov, Kevin Galim, Laura Leal-Taixé

Data-driven depth estimation methods struggle with the generalization outside their training scenes due to the immense variability of the real-world scenes. This problem can be par…