Convergence results in image interpolation with the continuous SSIM

This repository contains the code to replicate the experiments of the paper

F. Marchetti and G. Santin, Convergence results in image interpolation with the continuous SSIM (2021).

Code overview

To test the code, you can run one of the three examples:

• Example1_linear_and_bicubic_interpolation.ipynb: Example of bilinear and bicubic interpolation.
• Example2_kernel_interpolation.ipynb: Example of kernel interpolation.
• Example3_image_interpolation.ipynb: Example of bilinear and bicubic interpolation applied to images.

Dependencies and sources

The file kernels.py is taken from the VKOGA package.

A complete list of dependencies can be found in the file requirements.txt.