Line Drawings for Face Portraits From Photos Using Global and Local Structure Based GANs

Despite significant effort and notable success of neural style transfer, it remains challenging for highly abstract styles, in particular line drawings. In this paper, we propose APDrawingGAN++, a generative adversarial network (GAN) for transforming face photos to artistic portrait drawings (APDraw...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 10 vom: 17. Okt., Seite 3462-3475
1. Verfasser: Yi, Ran (VerfasserIn)
Weitere Verfasser: Xia, Mengfei, Liu, Yong-Jin, Lai, Yu-Kun, Rosin, Paul L
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't