Muller

This is my Pytorch implementation of the paper MULLER: Multilayer Laplacian Resizer for Vision

by Zhengzhong Tu, Peyman Milanfar, and Hossein Talebi

The original Tensorflow implemtation repo is here

This is a sample of results(the image was taken from the original repo)

Left: the orignal image   Right: is the resized image by Muller

How to run?

Run the Jupyter Notebook and set the link to your image image_file = 'images/panda.jpg'

TODO

• release the trainable version
• add colab

Citation

Should you find this repository useful, please consider citing:

    @article{tu2023muller,
    title={MULLER: Multilayer Laplacian Resizer for Vision},
    author={Tu, Zhengzhong and Milanfar, Peyman and Talebi, Hossein},
    journal={ICCV},
    year={2023}
    }