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Image Quality Assessment

Papers

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Showing 401–450 of 732 papers

TitleStatusHype
A No-Reference Deep Learning Quality Assessment Method for Super-resolution Images Based on Frequency Maps—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
SwinIQA: Learned Swin Distance for Compressed Image Quality AssessmentCode1
Paired Image-to-Image Translation Quality Assessment Using Multi-Method Fusion—0
Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning—0
SPQE: Structure-and-Perception-Based Quality Evaluation for Image Super-Resolution—0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
A Deep Learning based No-reference Quality Assessment Model for UGC VideosCode1
Conformer and Blind Noisy Students for Improved Image Quality AssessmentCode1
Assessing the ability of generative adversarial networks to learn canonical medical image statistics—0
Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment NetworkCode2
Hephaestus: A large scale multitask dataset towards InSAR understandingCode1
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
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality AssessmentCode2
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
Image Quality Assessment for Magnetic Resonance ImagingCode3
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
Content-Variant Reference Image Quality Assessment via Knowledge DistillationCode1
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation—0
A study of deep perceptual metrics for image quality assessmentCode1
An Introduction to Neural Data CompressionCode2
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
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative ClassifiabilityCode1
Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition ModelsCode0
TISE: Bag of Metrics for Text-to-Image Synthesis EvaluationCode1
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
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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