| AIM 2024 Challenge on UHD Blind Photo Quality Assessment | Sep 24, 2024 | 4kComputational Efficiency | CodeCode Available | 1 | 5 |
| Learning to Blindly Assess Image Quality in the Laboratory and Wild | Jul 1, 2019 | Image Quality AssessmentLearning-To-Rank | CodeCode Available | 1 | 5 |
| Conformer and Blind Noisy Students for Improved Image Quality Assessment | Apr 27, 2022 | Image Quality AssessmentImage Restoration | CodeCode Available | 1 | 5 |
| Diffusion Model Based Visual Compensation Guidance and Visual Difference Analysis for No-Reference Image Quality Assessment | Feb 22, 2024 | DenoisingImage Quality Assessment | CodeCode Available | 1 | 5 |
| Generalizable No-Reference Image Quality Assessment via Deep Meta-learning | Apr 15, 2021 | Image Quality AssessmentMeta-Learning | CodeCode Available | 1 | 5 |
| HazeCLIP: Towards Language Guided Real-World Image Dehazing | Jul 18, 2024 | Image DehazingImage Quality Assessment | CodeCode Available | 1 | 5 |
| Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement | Jan 1, 2024 | Image Quality AssessmentInductive Bias | CodeCode Available | 1 | 5 |
| MobileIQA: Exploiting Mobile-level Diverse Opinion Network For No-Reference Image Quality Assessment Using Knowledge Distillation | Sep 2, 2024 | Computational EfficiencyImage Quality Assessment | CodeCode Available | 1 | 5 |
| BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality Assessment | Nov 29, 2023 | 2kImage Quality Assessment | CodeCode Available | 1 | 5 |
| A Multi-task convolutional neural network for blind stereoscopic image quality assessment using naturalness analysis | Jun 17, 2021 | Image Quality AssessmentStereoscopic image quality assessment | CodeCode Available | 1 | 5 |
| A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image | Jul 22, 2021 | Image Quality AssessmentMedical Image Segmentation | CodeCode Available | 1 | 5 |
| eDifFIQA: Towards Efficient Face Image Quality Assessment Based On Denoising Diffusion Probabilistic Models | Mar 12, 2024 | DenoisingFace Image Quality | CodeCode Available | 1 | 5 |
| No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency | Aug 16, 2021 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| Dual-Branch Network for Portrait Image Quality Assessment | May 14, 2024 | Face Image Quality AssessmentImage Quality Assessment | CodeCode Available | 1 | 5 |
| Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models | Jul 26, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| End-to-end deep multi-score model for No-reference stereoscopic image quality assessment | Nov 2, 2022 | Image Quality AssessmentStereoscopic image quality assessment | CodeCode Available | 1 | 5 |
| Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare | May 29, 2024 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement | Jul 22, 2023 | Image Quality AssessmentImage Super-Resolution | CodeCode Available | 1 | 5 |
| FetMRQC: Automated Quality Control for fetal brain MRI | Apr 12, 2023 | Image Quality AssessmentMedical Image Analysis | CodeCode Available | 1 | 5 |
| FaceQAN: Face Image Quality Assessment Through Adversarial Noise Exploration | Dec 5, 2022 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 1 | 5 |
| Blind Image Quality Assessment Based on Geometric Order Learning | Jan 1, 2024 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| Pixel-Level Face Image Quality Assessment for Explainable Face Recognition | Oct 21, 2021 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 1 | 5 |
| Comparison of Image Quality Models for Optimization of Image Processing Systems | May 4, 2020 | DeblurringDenoising | CodeCode Available | 1 | 5 |
| A Deep Learning based No-reference Quality Assessment Model for UGC Videos | Apr 29, 2022 | Image Quality AssessmentVideo Quality Assessment | CodeCode Available | 1 | 5 |
| Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception | Aug 19, 2021 | Action RecognitionImage Quality Assessment | CodeCode Available | 1 | 5 |
