Generating High-Resolution Fashion Model Images Wearing Custom Outfits
August 23, 2019 Β· Declared Dead Β· π 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)
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Authors
GΓΆkhan Yildirim, Nikolay Jetchev, Roland Vollgraf, Urs Bergmann
arXiv ID
1908.08847
Category
cs.CV: Computer Vision
Cross-listed
cs.LG,
eess.IV,
stat.ML
Citations
44
Venue
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)
Last Checked
5 months ago
Abstract
Visualizing an outfit is an essential part of shopping for clothes. Due to the combinatorial aspect of combining fashion articles, the available images are limited to a pre-determined set of outfits. In this paper, we broaden these visualizations by generating high-resolution images of fashion models wearing a custom outfit under an input body pose. We show that our approach can not only transfer the style and the pose of one generated outfit to another, but also create realistic images of human bodies and garments.
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