Learning from Synthetic Data for Opinion-free Blind Image Quality Assessment in the Wild

Zhihua Wang, Zhi-Ri Tang, Jianguo Zhang +1

Nowadays, most existing blind image quality assessment (BIQA) models 1) are developed for synthetically-distorted images and often generalize poorly to authentic ones; 2) heavily r…