Zhou, Wei; Dai, Yuchao; He, Renjie
Single image depth estimation, which aims at estimating 3-D depth from a single image, is a challenging task in computer vision since a single image does not provide any depth cue itself. Machine learning-based methods transfer depth from a pool of images with available depth maps to query image in parametric and non-parametric manners. However, these methods generally involve processing a large dataset, therefore are rather time-consuming. This paper proposes to speed up the whole...[Show more]
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