---
license: mit
---
This model can create line-drawings using an xDoG algorithmic effect with predicted parametrizations. 

[Demo space of framework](https://huggingface.co/spaces/MaxReimann/Whitebox-Style-Transfer-Editing)
<br>
Code for framework: [https://github.com/winfried-ripken/wise](https://github.com/winfried-ripken/wise)
<br>
Paper on Arxiv: [arxiv/2207.14606](https://arxiv.org/abs/2207.14606)


<img src='https://huggingface.co/MaxReimann/WISE-APDrawing-XDoG/resolve/main/xdog_apdrawing.jpg'/>


[WISE: Whitebox Image Stylization by Example-based Learning](https://ivpg.hpi3d.de/wise)  
 [Winfried Lötzsch](https://scholar.google.de/citations?user=wAVKdLcAAAAJ&hl=de)\*<sup>1</sup>,
 [Max Reimann](https://hpi.de/doellner/people/max-reimann.html)\*<sup>1</sup>,
 [Martin Büßemeyer](https://www.researchgate.net/profile/Martin-Buessemeyer)<sup>1</sup>,
 [Amir Semmo](http://asemmo.github.io/)<sup>2</sup>,
 [Jürgen Döllner](https://hpi.de/forschung/fachgebiete/computergrafische-systeme.html)<sup>1</sup>,
 [Matthias Trapp](https://hpi.de/doellner/people/trapp.html)<sup>1</sup> <br>
 <sup>1</sup>Hasso Plattner Institute, University of Potsdam, Germany, <sup>2</sup>Digitalmasterpieces GmbH, Germany<br/> 
  \*denotes equal contribution  
in ECCV 2022


``` latex
@InProceedings{loetzsch2022wise,
    title={WISE: Whitebox Image Stylization by Example-based Learning},
    author={Lötzsch, Winfried and Reimann, Max and Büssemeyer, Martin and Semmo, Amir and Döllner, Jürgen and Trapp, Matthias},
    title="WISE: Whitebox Image Stylization by Example-Based Learning",
    booktitle="Computer Vision -- ECCV 2022",
    year="2022"
}
```