| Pixel-Level Face Image Quality Assessment for Explainable Face Recognition | Oct 21, 2021 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 1 |
| VTAMIQ: Transformers for Attention Modulated Image Quality Assessment | Oct 4, 2021 | Image Quality Assessment | CodeCode Available | 1 |
| A Systematic Survey of Deep Learning-based Single-Image Super-Resolution | Sep 29, 2021 | Deep LearningImage Quality Assessment | CodeCode Available | 1 |
| 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 |
| Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment | Aug 18, 2021 | Image Quality AssessmentImage Restoration | CodeCode Available | 1 |
| 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 |
| MUSIQ: Multi-scale Image Quality Transformer | Aug 12, 2021 | Image Quality AssessmentVideo Quality Assessment | CodeCode Available | 1 |
| No-Reference Image Quality Assessment by Hallucinating Pristine Features | Aug 9, 2021 | DisentanglementHallucination | CodeCode Available | 1 |
| 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 |
| 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 |
| Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness | May 15, 2021 | Generative Adversarial NetworkImage Quality Assessment | CodeCode Available | 1 |
| (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 |
| Perceptual Image Quality Assessment with Transformers | Apr 30, 2021 | DecoderFull reference image quality assessment | CodeCode Available | 1 |
| Region-Adaptive Deformable Network for Image Quality Assessment | Apr 23, 2021 | Image Quality AssessmentImage Restoration | CodeCode Available | 1 |
| Generalizable No-Reference Image Quality Assessment via Deep Meta-learning | Apr 15, 2021 | Image Quality AssessmentMeta-Learning | CodeCode Available | 1 |
| Learning to Resize Images for Computer Vision Tasks | Mar 17, 2021 | Image Quality Assessment | CodeCode Available | 1 |
| Spatial Attention-based Non-reference Perceptual Quality Prediction Network for Omnidirectional Images | Mar 10, 2021 | Image Quality Assessment | CodeCode Available | 1 |
| Continual Learning for Blind Image Quality Assessment | Feb 19, 2021 | Continual LearningImage Quality Assessment | CodeCode Available | 1 |
| No-Reference Image Quality Assessment with Global Statistical Features | Feb 5, 2021 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| Point Cloud Quality Assessment: Dataset Construction and Learning-based No-Reference Metric | Dec 22, 2020 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| 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 |
| Recognition Oriented Iris Image Quality Assessment in the Feature Space | Sep 1, 2020 | Image Quality Assessment | CodeCode Available | 1 |
| Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment | Aug 10, 2020 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| Perceptual Quality Assessment of Smartphone Photography | Jun 1, 2020 | AttributeImage Quality Assessment | CodeCode Available | 1 |
| 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 |
