KonIQ-10k: Towards an ecologically valid and large-scale IQA database

Hanhe Lin, Vlad Hosu, Dietmar Saupe

The main challenge in applying state-of-the-art deep learning methods to predict image quality in-the-wild is the relatively small size of existing quality scored datasets. The rea…