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Image Quality Assessment

Papers

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Showing 451–500 of 732 papers

TitleStatusHype
No-Reference Quality Assessment of Authentically Distorted Images Based on Local and Global FeaturesCode0
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR ImagesCode0
Pixel-by-pixel Mean Opinion Score (pMOS) for No-Reference Image Quality Assessment—0
Subjective Quality Assessment for Images Generated by Computer Graphics—0
A No-Reference Deep Learning Quality Assessment Method for Super-resolution Images Based on Frequency Maps—0
Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency—0
Deep Neural Network for Blind Visual Quality Assessment of 4K Content—0
Perceptual Quality Assessment for Fine-Grained Compressed Images—0
Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANsCode0
Textural-Perceptual Joint Learning for No-Reference Super-Resolution Image Quality AssessmentCode0
Full-Reference Calibration-Free Image Quality Assessment—0
MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion—0
Deep Decomposition and Bilinear Pooling Network for Blind Night-Time Image Quality Evaluation—0
Paired Image-to-Image Translation Quality Assessment Using Multi-Method Fusion—0
SPQE: Structure-and-Perception-Based Quality Evaluation for Image Super-Resolution—0
Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning—0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
Assessing the ability of generative adversarial networks to learn canonical medical image statistics—0
Multi-Scale Features and Parallel Transformers Based Image Quality AssessmentCode0
UID2021: An Underwater Image Dataset for Evaluation of No-reference Quality Assessment MetricsCode0
Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment—0
Confusing Image Quality Assessment: Towards Better Augmented Reality ExperienceCode0
Visual Mechanisms Inspired Efficient Transformers for Image and Video Quality Assessment—0
Image quality assessment for machine learning tasks using meta-reinforcement learning—0
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalizationCode0
Re-ordering of Hadamard matrix using Fourier transform and gray-level co-occurrence matrix for compressive single-pixel imaging—0
Can No-reference features help in Full-reference image quality estimation?—0
Full RGB Just Noticeable Difference (JND) Modelling—0
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation—0
BIQ2021: A Large-Scale Blind Image Quality Assessment Database—0
DSSIM: a structural similarity index for floating-point data—0
Generalized Visual Quality Assessment of GAN-Generated Face Images—0
3D Saliency guided Deep Quality predictor for No-Reference Stereoscopic ImagesCode0
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality AssessmentCode0
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations—0
Non-Reference Quality Monitoring of Digital Images using Gradient Statistics and Feedforward Neural Networks—0
No-Reference Image Quality Assessment with Convolutional Neural Networks and Decision FusionCode0
Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains—0
Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition ModelsCode0
Learning Transformer Features for Image Quality Assessment—0
Human Imperceptible Attacks and Applications to Improve Fairness—0
Neural Image Beauty Predictor Based on Bradley-Terry ModelCode0
Related Work on Image Quality Assessment—0
Artifact- and content-specific quality assessment for MRI with image rulers—0
Degraded Reference Image Quality Assessment—0
The Effect of Wearing a Face Mask on Face Image Quality—0
A Deep Insight into Measuring Face Image Utility with General and Face-specific Image Quality Metrics—0
Image Quality Assessment in the Modern Age—0
Locally Adaptive Structure and Texture Similarity for Image Quality Assessment—0
Deep Superpixel-based Network for Blind Image Quality AssessmentCode0
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All datasetsMSU NR VQA DatabaseKonIQ-10kMSU FR VQA Database

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SPAQ MT-SSRCC0.88—Unverified
2SPAQ BLSRCC0.88—Unverified
3SPAQ MT-ASRCC0.88—Unverified
4KonCept512SRCC0.84—Unverified
5MEONSRCC0.51—Unverified
#ModelMetricClaimedVerifiedStatus
1RealQASRCC0.95—Unverified
2OneAlignSRCC0.94—Unverified
3UNIQASRCC0.93—Unverified
4KonCept512SRCC0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1FSIMSRCC0.9—Unverified
2DSSSRCC0.9—Unverified
3MS-GMSDSRCC0.89—Unverified
4GMSDSRCC0.89—Unverified