Depth Transfer: Depth Extraction from Video Using Non-Parametric Sampling

IEEE Trans. Pattern Anal. Mach. Intell., pp. 2144-2158, 2014.

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Abstract:

We describe a technique that automatically generates plausible depth maps from videos using non-parametric depth sampling. We demonstrate our technique in cases where past methods fail (non-translating cameras and dynamic scenes). Our technique is applicable to single images as well as videos. For videos, we use local motion cues to impro...More

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