System and Method for Determining a Depth Map Sequence for a Two-Dimensional Video Sequence
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Dec 12, 2011
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Dec 12, 2011
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Abstract
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.
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