IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning to Generate Chairs, Tables and Cars with Convolutional Networks

Author(s): Alexey Dosovitskiy ; Jost Tobias Springenberg ; Maxim Tatarchenko ; Thomas Brox
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2017
Volume: 39
Page(s): 692 - 705
ISSN (CD): 2160-9292
ISSN (Paper): 0162-8828
DOI: 10.1109/TPAMI.2016.2567384
Regular:

We train generative `up-convolutional' neural networks which are able to generate images of objects given object style, viewpoint, and color. We train the networks on rendered 3D models of chairs,... View More

Advertisement