Self-supervised depth and ego motion estimation
3D Packing for Self-Supervised Monocular Depth Estimation -------------------------------------------------------------- by Vitor Guizilini, `pdf at arxiv `_, 2020 Learning 1. Depth estimator :math:`f_D : I \rightarrow D` 2. Ego motion estimator: :math:`f_x : (I_t , I_S) \rightarrow x_{t \rightarrow S}` Depth Estimator ===================================== They predict an inverse depth and use a packnet architecture. Inverse depth probably has more stable results. Points far away from camera have small inverse depth that with low precision....