Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model

Zhaopeng Feng, Keyang Zhang, Shuyue Jia +2

Deep learning based image quality assessment (IQA) models usually learn to predict image quality from a single dataset, leading the model to overfit specific scenes. To account for…