1 code implementation • CVPR 2019 • Jose M. Facil, Benjamin Ummenhofer, Huizhong Zhou, Luis Montesano, Thomas Brox, Javier Civera
Single-view depth estimation suffers from the problem that a network trained on images from one camera does not generalize to images taken with a different camera model.
1 code implementation • ECCV 2018 • Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox
For mapping, we accumulate information in a cost volume centered at the current depth estimate.
2 code implementations • CVPR 2017 • Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, Nikolaus Mayer, Eddy Ilg, Alexey Dosovitskiy, Thomas Brox
In this paper we formulate structure from motion as a learning problem.