Learning to Recover 3D Scene Shape from a Single Image

Despite significant progress in monocular depth estimation in the wild, recent state-of-the-art methods cannot be used to recover accurate 3D scene shape due to an unknown depth shift induced by shift-invariant reconstruction losses used in mixed-data depth prediction training, and possible unknown...

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Bibliographic Details

Published in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 204 - 213
Main Authors:	Yin, Wei, Zhang, Jianming, Wang, Oliver, Niklaus, Simon, Mai, Long, Chen, Simon, Shen, Chunhua
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.01.2021
Subjects:	Estimation Geometry Predictive models Reconstruction algorithms Shape Three-dimensional displays Training
ISSN:	1063-6919
Online Access:	Get full text
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