bloc97 / gisr

Exploratory Project on Guided Image Super-Resolution and Reconstruction

GISR

Exploratory Project on Guided Image Super-Resolution and Reconstruction for the Autumn 2020 IFT6150 Image Processing course at Université de Montréal.

Explores the use of the guided filter Kaiming He et al., ECCV2010 for image super-resolution and reconstruction. Providing a single high-quality guide image significantly improves results for denoising, deblurring and super-resolution.

Resources

Report (In French)
C Code
Images used are located in the test_images folder, the algorithm outputs are in the output folder.
The test bash script will compile the program using gcc and process all the test images.

Results