Pan Gao*

DSMix: Distortion-Induced Saliency Map Based Pre-training for No-Reference Image Quality Assessment

"Image quality assessment (IQA) has long been a fundamental challenge in image understanding. In recent years, deep learning-based IQA methods have shown promising performance. However, the lack of large amounts of labeled data in the IQA field has hindered further advancements of these methods. Thi…