Quantum Annealing for Single Image Super-Resolution

This is the code repository for the paper "Quantum Annealing for Single Image Super-Resolution" by Han Yao Choong, Suryansh Kumar and Luc Van Gool (ETH Zürich).

Our work is part of NTIRE 2023: CVPR 2023 New Trends in Image Restoration and Enhancement Workshop.

arXiv: https://arxiv.org/abs/2304.08924

CVF Open Access: https://openaccess.thecvf.com/content/CVPR2023W/NTIRE/papers/Choong_Quantum_Annealing_for_Single_Image_Super-Resolution_CVPRW_2023_paper.pdf

Installation

conda install --file requirements.txt

or

pip install -r requirements.txt

Training

python qasisr/dict_train.py

Validation

python qasisr/run.py