Depth Estimation by Parameter Transfer with a Lightweight Model for Single Still Images

IEEE Transactions on Circuits and Systems for Video Technology, pp. 748-759, 2017.

Cited by: 7|Bibtex|Views29|DOI:https://doi.org/10.1109/TCSVT.2016.2580438
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Other Links: dblp.uni-trier.de|dl.acm.org|academic.microsoft.com

Abstract:

In this paper, we propose a novel method for automatic depth estimation from color images using parameter transfer. By modeling the correlation between color images and their depth maps with a set of parameters, we get a database of parameter sets. Given an input image, we extract the high-level features to find the best matched image set...More

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