In this paper, we consider different Quantum Image Representation Methods to encode images into quantum states and then use a Quantum Machine Learning pipeline to classify the images. We provide encouraging results on classifying benchmark datasets of grayscale and colour images using two different classifiers. We also test multi-class classification performance.
@article{arxiv.2206.11509,
title = {On Classifying Images using Quantum Image Representation},
author = {Ankit Khandelwal and M Girish Chandra and Sayantan Pramanik},
journal= {arXiv preprint arXiv:2206.11509},
year = {2023}
}