On the Coupling of Depth and Egomotion Networks for Self-Supervised Structure from Motion

Brandon Wagstaff, Valentin Peretroukhin, Jonathan Kelly

Structure from motion (SfM) has recently been formulated as a self-supervised learning problem, where neural network models of depth and egomotion are learned jointly through view…