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Image Quality Assessment

Papers

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Showing 51–75 of 732 papers

TitleStatusHype
CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIPCode0
CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image—0
Accelerate High-Quality Diffusion Models with Inner Loop Feedback—0
Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution—0
Fundus Image Quality Assessment and Enhancement: a Systematic Review—0
Multitask Auxiliary Network for Perceptual Quality Assessment of Non-Uniformly Distorted Omnidirectional ImagesCode0
Subjective and Objective Quality Assessment of Non-Uniformly Distorted Omnidirectional ImagesCode0
Demographic Variability in Face Image Quality Measures—0
Eye Sclera for Fair Face Image Quality Assessment—0
FaceOracle: Chat with a Face Image Oracle—0
Radial Distortion in Face Images: Detection and Impact—0
Deep Learning-based Compression Detection for explainable Face Image Quality AssessmentCode2
HarmonyIQA: Pioneering Benchmark and Model for Image Harmonization Quality Assessment—0
Augmenting Perceptual Super-Resolution via Image Quality Predictors—0
Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment—0
Structural Similarity in Deep Features: Image Quality Assessment Robust to Geometrically Disparate Reference—0
Embodied Image Quality Assessment for Robotic IntelligenceCode0
Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space—0
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference—0
PIGUIQA: A Physical Imaging Guided Perceptual Framework for Underwater Image Quality Assessment—0
Image Quality Assessment: Enhancing Perceptual Exploration and Interpretation with Collaborative Feature Refinement and Hausdorff distance—0
AI-generated Image Quality Assessment in Visual CommunicationCode0
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration—0
A Two-Fold Patch Selection Approach for Improved 360-Degree Image Quality AssessmentCode0
Impact of Face Alignment on Face Image Quality—0
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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