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Efficient Depth Estimation from single image

Zhou, Wei; Dai, Yuchao; He, Renjie

Description

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]

CollectionsANU Research Publications
Date published: 2014
Type: Conference paper
URI: http://hdl.handle.net/1885/34837
Source: Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on
DOI: 10.1109/ChinaSIP.2014.6889251

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