Deformable kernel networks for guided depth map upsampling

Beomjun Kim, Jean Ponce, Bumsub Ham

We address the problem of upsampling a low-resolution (LR) depth map using a registered high-resolution (HR) color image of the same scene. Previous methods based on convolutional…