SYSTEM AND METHOD FOR DETERMINING A DEPTH MAP SEQUENCE FOR A TWO-DIMENSIONAL VIDEO SEQUENCE

摘要

A system and method of determining a depth map sequence for a subject two-dimensional video sequence by: determining a plurality of monocular depth cues for each frame of the subject two- dimensional video sequence; and determining a depth map for each frame of the subject two- dimensional video sequence based on the application of the plurality of monocular depth cues determined for the frame to a depth map model. The depth map model determined by: determining a plurality of monocular depth cues for one or more training two-dimensional video sequences; and determining a depth map model based the plurality of monocular depth cues of the one or more training two-dimensional video sequences and corresponding known depth maps for each of the one or more training two-dimensional video sequences.