Controlling Material Appearance by Examples

A by-example material appearance transfer method. (Adobe Patent Pending)

Yiwei Hu, Miloš Hašan, Paul Guerrero, Holly Rushmeier, Valentin Deschaintre

In Computer Graphics Forum (Proc. of Eurographics Symposium on Rendering 2022). [Project page]

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Installation

conda create -n mat_transfer python=3.8
conda activate mat_transfer
conda install pytorch torchvision cudatoolkit=11.3 -c pytorch
conda install ninja kornia imageio imageio-ffmpeg opencv matplotlib -c conda-forge

Usage

Please download pretrained models and put models into ./pretrained. To run the code, see main.py for details. We include some examples in ./sample

Citation

@article {hu2022control,
  journal = {Computer Graphics Forum},
  title = {{Controlling Material Appearance by Examples}},
  author = {Hu, Yiwei and Hašan, Miloš and Guerrero, Paul and Rushmeier, Holly and Deschaintre, Valentin},
  year = {2022},
  publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
  ISSN = {1467-8659},
  DOI = {10.1111/cgf.14591}
}

Contact

If you have any question, feel free to contact yiwei.hu@yale.edu