Image Quality Assessment using Contrastive Learning

Pavan C. Madhusudana, Neil Birkbeck, Yilin Wang +2

We consider the problem of obtaining image quality representations in a self-supervised manner. We use prediction of distortion type and degree as an auxiliary task to learn featur…