← Search

Jinsong Shi

2 accepted papers

2024

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

ECCV 2024poster

"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…

2024

Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning

AAAI 2024technical

Image Quality Assessment (IQA) has long been a research hotspot in the field of image processing, especially No-Reference Image Quality Assessment (NR-IQA). Due to the powerful feature extraction ability, existing Convolution Neural Network (CNN) and Transformers based NR-IQA methods have achieved c…