Extra comparison
Comparison of our method against previouis work using different styles and one content image.
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Style |
Ours |
Gatys et al. [1] |
CycleGAN [2] |
PatchBased [3] |
AdaIn [4] |
WCT [5] |
Johnson et al. [6] |
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References
[1] Leon Gatys, Alexander Ecker, Matthias Bethge "Image style transfer using convolutional neural networks", in CVPR 2016.[2] Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks", in ICCV 2017.
[3] Tian Qi Chen, Mark Schmidt "Fast patch-based style transfer of arbitrary style", arXiv:1612.04337
[4] Xun Huang, Serge Belongie "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization", in ICCV 2017.
[5] Li, Y., Fang, C., Yang, J., Wang, Z., Lu, X., Yang, M.H. "Universal style transfer via feature transforms", in NIPS 2017.
[6] Justin Johnson, Alexandre Alahi, Li Fei-Fei "Perceptual losses for real-time style transfer and super-resolution", in ECCV 2016.