| Data-Efficient Image Quality Assessment with Attention-Panel Decoder | Apr 11, 2023 | DecoderImage Quality Assessment | CodeCode Available | 1 | 5 |
| Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment | Sep 12, 2022 | Image Quality AssessmentNo-Reference Image Quality Assessment | 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 |
| Q-Refine: A Perceptual Quality Refiner for AI-Generated Image | Jan 2, 2024 | 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 |
| 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 |
| FetMRQC: Automated Quality Control for fetal brain MRI | Apr 12, 2023 | Image Quality AssessmentMedical Image Analysis | CodeCode Available | 1 | 5 |
| FetMRQC: a robust quality control system for multi-centric fetal brain MRI | Nov 8, 2023 | Image Quality Assessment | CodeCode Available | 1 | 5 |
| Intelligent Painter: Picture Composition With Resampling Diffusion Model | Oct 31, 2022 | DenoisingImage 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 |
| Image Quality-aware Diagnosis via Meta-knowledge Co-embedding | Mar 27, 2023 | DiversityImage 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 |
| DeepDC: Deep Distance Correlation as a Perceptual Image Quality Evaluator | Nov 9, 2022 | AttributeImage 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 |
| 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 |
| GIQA: Generated Image Quality Assessment | Mar 19, 2020 | DiversityImage 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 |
| Generalizable No-Reference Image Quality Assessment via Deep Meta-learning | Apr 15, 2021 | Image Quality AssessmentMeta-Learning | 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 |
| GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes | Apr 18, 2024 | 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 |
| Image Quality Assessment: Unifying Structure and Texture Similarity | Apr 16, 2020 | Image Quality AssessmentRetrieval | CodeCode Available | 1 | 5 |
| HazeCLIP: Towards Language Guided Real-World Image Dehazing | Jul 18, 2024 | Image DehazingImage Quality Assessment | CodeCode Available | 1 | 5 |
| SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment | May 9, 2022 | Compressed Image Quality AssessmentFull reference image quality assessment | CodeCode Available | 1 | 5 |
| Continual Learning for Blind Image Quality Assessment | Feb 19, 2021 | Continual LearningImage 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 |
| Image Quality Assessment using Contrastive Learning | Oct 25, 2021 | Contrastive LearningImage Quality Assessment | CodeCode Available | 1 | 5 |
| KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment | Oct 14, 2019 | DiversityImage Quality Assessment | 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 |
| Conditional Image Synthesis With Auxiliary Classifier GANs | Oct 30, 2016 | Conditional Image GenerationDiversity | CodeCode Available | 1 | 5 |
| Illumination-Aware Image Quality Assessment for Enhanced Low-light Image | Oct 22, 2021 | Image EnhancementImage Quality Assessment | 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 |
| IFQA: Interpretable Face Quality Assessment | Nov 14, 2022 | Face Image Quality AssessmentImage 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 |
| A Deep Learning based No-reference Quality Assessment Model for UGC Videos | Apr 29, 2022 | Image Quality AssessmentVideo 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 |
| Comparison of Image Quality Models for Optimization of Image Processing Systems | May 4, 2020 | DeblurringDenoising | 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 |
| 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 |
| CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability | Dec 13, 2021 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 1 | 5 |
| Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness | May 15, 2021 | Generative Adversarial NetworkImage Quality Assessment | CodeCode Available | 1 | 5 |
| Bringing Textual Prompt to AI-Generated Image Quality Assessment | Mar 27, 2024 | Image Quality Assessment | CodeCode Available | 1 | 5 |
| 2AFC Prompting of Large Multimodal Models for Image Quality Assessment | Feb 2, 2024 | 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 |
| Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement | Feb 22, 2023 | Image EnhancementImage Quality Assessment | CodeCode Available | 1 | 5 |
| An Image Quality Assessment Dataset for Portraits | Apr 12, 2023 | Image Quality Assessment | CodeCode Available | 1 | 5 |
| Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluation | Jun 15, 2023 | 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 |
| CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration | Jan 1, 2024 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 1 | 5 |
