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dulucas / Displacement_Field

Official implementation of paper "Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fields" (CVPR2020)
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Model Problem #8

Closed JuewenPeng closed 4 years ago

JuewenPeng commented 4 years ago

Hi, in your paper, is the refinement model trained on different depth estimation methods separately, or done in the same way with this repo?

dulucas commented 4 years ago

Hi, the model used for depth refinement in our paper is trained by attaching on the head of a monocular depth estimation model(SharpNet specifically) for all different depth estimation methods, which produces results with higher numerical results. Models trained with this repo are a bit lower numerically, but visually much better, and simpler. Hope it helps.

JuewenPeng commented 4 years ago

Thanks for your reply.