Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model

1 code implementation • 21 Sep 2022 • Zhaopeng Feng, Keyang Zhang, Shuyue Jia, Baoliang Chen, Shiqi Wang

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.

Image Quality Assessment