| Uncertainty-Aware Blind Image Quality Assessment in the Laboratory and Wild | May 28, 2020 | Image Quality AssessmentLearning-To-Rank | CodeCode Available | 1 |
| Comparison of Image Quality Models for Optimization of Image Processing Systems | May 4, 2020 | DeblurringDenoising | CodeCode Available | 1 |
| Image Quality Assessment: Unifying Structure and Texture Similarity | Apr 16, 2020 | Image Quality AssessmentRetrieval | CodeCode Available | 1 |
| MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment | Apr 11, 2020 | Image Quality AssessmentMeta-Learning | CodeCode Available | 1 |
| SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness | Mar 20, 2020 | Face Image QualityFace Model | CodeCode Available | 1 |
| GIQA: Generated Image Quality Assessment | Mar 19, 2020 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| A CNN-Based Blind Denoising Method for Endoscopic Images | Mar 16, 2020 | DenoisingImage Enhancement | CodeCode Available | 1 |
| KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment | Oct 14, 2019 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces | Jul 10, 2019 | DiagnosticImage Quality Assessment | CodeCode Available | 1 |
| Learning to Blindly Assess Image Quality in the Laboratory and Wild | Jul 1, 2019 | Image Quality AssessmentLearning-To-Rank | CodeCode Available | 1 |
| No-Reference Color Image Quality Assessment: From Entropy to Perceptual Quality | Dec 27, 2018 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| KonIQ-10k: Towards an ecologically valid and large-scale IQA database | Mar 22, 2018 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| A practical guide and software for analysing pairwise comparison experiments | Dec 11, 2017 | Image Quality Assessment | CodeCode Available | 1 |
| Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework | Jul 1, 2017 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 1 |
| Conditional Image Synthesis With Auxiliary Classifier GANs | Oct 30, 2016 | Conditional Image GenerationDiversity | CodeCode Available | 1 |
| Visual-Language Model Knowledge Distillation Method for Image Quality Assessment | Jul 21, 2025 | Image Quality AssessmentKnowledge Distillation | —Unverified | 0 |
| DeQA-Doc: Adapting DeQA-Score to Document Image Quality Assessment | Jul 17, 2025 | Document Image Quality AssessmentImage Quality Assessment | CodeCode Available | 0 |
| 4KAgent: Agentic Any Image to 4K Super-Resolution | Jul 9, 2025 | 4kImage Quality Assessment | —Unverified | 0 |
| FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment | Jun 25, 2025 | Diabetic Retinopathy GradingDiagnostic | —Unverified | 0 |
| MS-IQA: A Multi-Scale Feature Fusion Network for PET/CT Image Quality Assessment | Jun 25, 2025 | DiagnosticImage Quality Assessment | CodeCode Available | 0 |
| Enhanced Dermatology Image Quality Assessment via Cross-Domain Training | Jun 19, 2025 | Image Quality Assessment | —Unverified | 0 |
| MetaQAP -- A Meta-Learning Approach for Quality-Aware Pretraining in Image Quality Assessment | Jun 19, 2025 | Image Quality AssessmentMeta-Learning | —Unverified | 0 |
| EyeSim-VQA: A Free-Energy-Guided Eye Simulation Framework for Video Quality Assessment | Jun 13, 2025 | Image Quality AssessmentVideo Quality Assessment | —Unverified | 0 |
| Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations | Jun 5, 2025 | Image Quality Assessment | —Unverified | 0 |
| Digital twins enable full-reference quality assessment of photoacoustic image reconstructions | May 30, 2025 | Full reference image quality assessmentFull-Reference Image Quality Assessment | —Unverified | 0 |
