Description: Project page for 'Consistent Depth of Moving Objects in Video'
Consistent Depth of Moving Objects in Video
Zhoutong Zhang 1, 2 Forrester Cole 1 Richard Tucker 1 William T. Freeman 1,2 Tali Dekel 1, 3
Our method estimates geometrically and temporally consistent depth from a general video containing fast-moving objects and camera motion. The input video (a) contains a continuous camera dolly motion following the moving person and puppy. This is a difficult case for depth estimation due to the correlated motion between camera and subject. The video is shown reprojected into the camera at frame t using our predicted depth (b), with disparity maps of the re-projection shown below (c). On the bottom: x-t slic