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Image Quality Assessment

Papers

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Showing 451–475 of 732 papers

TitleStatusHype
Degraded Reference Image Quality Assessment—0
Image Quality Assessment using Contrastive LearningCode1
Illumination-Aware Image Quality Assessment for Enhanced Low-light ImageCode1
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
Pixel-Level Face Image Quality Assessment for Explainable Face RecognitionCode1
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
VTAMIQ: Transformers for Attention Modulated Image Quality AssessmentCode1
A Systematic Survey of Deep Learning-based Single-Image Super-ResolutionCode1
Deep Neural Networks for Blind Image Quality Assessment: Addressing the Data Challenge—0
Analysis of Benford’s Law for No-Reference Quality Assessment of Natural, Screen-Content, and Synthetic ImagesCode0
MONITOR: A Multimodal Fusion Framework to Assess Message Veracity in Social Networks—0
A survey on IQA—0
Zoom, Enhance! Measuring Surveillance GAN Up-sampling—0
Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion PerceptionCode1
Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality AssessmentCode1
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-ConsistencyCode1
MUSIQ: Multi-scale Image Quality TransformerCode1
No-Reference Image Quality Assessment by Hallucinating Pristine FeaturesCode1
Adaptable image quality assessment using meta-reinforcement learning of task amenability—0
Subjective Image Quality Assessment with Boosted Triplet Comparisons—0
Task-Specific Normalization for Continual Learning of Blind Image Quality ModelsCode0
Technical Report: Quality Assessment Tool for Machine Learning with Clinical CTCode0
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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