1. A computer-implemented method, comprising: receiving a plurality of images of the scene; and estimating, from the received images, depths of scene points at multiple resolution levels beginning from a finest resolution, wherein, at each of the resolution levels, edge confidence scores are determined for the scene points for which depth estimates have not yet been made, and depth estimates are made for the scene points associated with edge confidence scores higher than a threshold value.