| Illumination-Aware Image Quality Assessment for Enhanced Low-light Image | Oct 22, 2021 | Image EnhancementImage Quality Assessment | CodeCode Available | 1 | 5 |
| IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models | Dec 2, 2024 | Adversarial RobustnessConditional Image Generation | CodeCode Available | 1 | 5 |
| 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 | 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 CNN-Based Blind Denoising Method for Endoscopic Images | Mar 16, 2020 | DenoisingImage Enhancement | CodeCode Available | 1 | 5 |
| Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization | Mar 18, 2024 | Adversarial RobustnessImage Quality Assessment | CodeCode Available | 1 | 5 |
| A study of deep perceptual metrics for image quality assessment | Feb 17, 2022 | 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 |
| A combined full-reference image quality assessment approach based on convolutional activation maps | Oct 19, 2020 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| Content-Variant Reference Image Quality Assessment via Knowledge Distillation | Feb 26, 2022 | Image Quality AssessmentKnowledge Distillation | 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 |
| GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes | Apr 18, 2024 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 1 | 5 |
| Guided Depth Map Super-resolution: A Survey | Feb 19, 2023 | Depth Image UpsamplingDepth Map Super-Resolution | CodeCode Available | 1 | 5 |
| 3DGS-IEval-15K: A Large-scale Image Quality Evaluation Database for 3D Gaussian-Splatting | Jun 17, 2025 | 3DGSImage Quality Assessment | CodeCode Available | 1 | 5 |
| A Systematic Survey of Deep Learning-based Single-Image Super-Resolution | Sep 29, 2021 | Deep LearningImage Quality Assessment | CodeCode Available | 1 | 5 |
| DeepDC: Deep Distance Correlation as a Perceptual Image Quality Evaluator | Nov 9, 2022 | AttributeImage Quality Assessment | CodeCode Available | 1 | 5 |
| FetMRQC: Automated Quality Control for fetal brain MRI | Apr 12, 2023 | Image Quality AssessmentMedical Image Analysis | 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 |
| CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessment | Oct 2, 2024 | AstronomyImage 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 |
| Image Quality Assessment: From Human to Machine Preference | Mar 13, 2025 | Image Quality Assessment | CodeCode Available | 1 | 5 |
| Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment | Sep 12, 2024 | Image Quality AssessmentKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces | Jul 10, 2019 | DiagnosticImage 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 |
| Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment | Mar 25, 2025 | Image Quality AssessmentImage Super-Resolution | CodeCode Available | 1 | 5 |
| A practical guide and software for analysing pairwise comparison experiments | Dec 11, 2017 | Image 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 |
| ARNIQA: Learning Distortion Manifold for Image Quality Assessment | Oct 20, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network | Jun 1, 2020 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| A Perceptual Quality Assessment Exploration for AIGC Images | Mar 22, 2023 | Image Quality Assessment | CodeCode Available | 1 | 5 |
| (ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment | May 6, 2021 | Image Quality AssessmentImage Restoration | CodeCode Available | 1 | 5 |
| CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration | Jan 1, 2024 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 1 | 5 |
| AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment | Jun 7, 2023 | Image Quality Assessment | CodeCode Available | 1 | 5 |
| Conditional Image Synthesis With Auxiliary Classifier GANs | Oct 30, 2016 | Conditional Image GenerationDiversity | CodeCode Available | 1 | 5 |
| Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency | Sep 1, 2024 | 4kImage Quality Assessment | CodeCode Available | 1 | 5 |
| Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment | May 18, 2023 | Image Quality Assessment | CodeCode Available | 1 | 5 |
| Blind Image Quality Assessment via Transformer Predicted Error Map and Perceptual Quality Token | May 16, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| GIQA: Generated Image Quality Assessment | Mar 19, 2020 | DiversityImage 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 |
| AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: from the Perspectives of Quality, Authenticity and Correspondence | Jul 1, 2023 | Image GenerationImage Quality Assessment | CodeCode Available | 1 | 5 |
| Continual Learning for Blind Image Quality Assessment | Feb 19, 2021 | Continual LearningImage Quality Assessment | CodeCode Available | 1 | 5 |
| CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability | Dec 13, 2021 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 1 | 5 |
| Hephaestus: A large scale multitask dataset towards InSAR understanding | Apr 20, 2022 | Earth ObservationImage Quality Assessment | CodeCode Available | 1 | 5 |
| High Resolution Image Quality Database | Jan 29, 2024 | Image Quality AssessmentNo-Reference Image Quality Assessment | 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 |
| DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild | May 30, 2024 | DenoisingImage Quality Assessment | CodeCode Available | 1 | 5 |
| Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images | Oct 2, 2022 | Data AugmentationImage Quality Assessment | CodeCode Available | 1 | 5 |
| AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion | Oct 16, 2023 | AllImage Quality Assessment | CodeCode Available | 1 | 5 |
| Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement | Feb 22, 2023 | Image EnhancementImage 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 |
