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Image Quality Assessment

Papers

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Showing 201–250 of 732 papers

TitleStatusHype
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution—0
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
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
Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution—0
Demographic Variability in Face Image Quality Measures—0
FaceOracle: Chat with a Face Image Oracle—0
Radial Distortion in Face Images: Detection and Impact—0
Eye Sclera for Fair Face Image Quality Assessment—0
HarmonyIQA: Pioneering Benchmark and Model for Image Harmonization Quality Assessment—0
Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment—0
Augmenting Perceptual Super-Resolution via Image Quality Predictors—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
Image Quality Assessment: Enhancing Perceptual Exploration and Interpretation with Collaborative Feature Refinement and Hausdorff distance—0
AI-generated Image Quality Assessment in Visual CommunicationCode0
PIGUIQA: A Physical Imaging Guided Perceptual Framework for Underwater Image Quality Assessment—0
A Two-Fold Patch Selection Approach for Improved 360-Degree Image Quality AssessmentCode0
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration—0
Impact of Face Alignment on Face Image Quality—0
Light Field Image Quality Assessment With Auxiliary Learning Based on Depthwise and Anglewise Separable Convolutions—0
Backdoor Attacks against No-Reference Image Quality Assessment Models via a Scalable TriggerCode0
A No-Reference Medical Image Quality Assessment Method Based on Automated Distortion Recognition Technology: Application to Preprocessing in MRI-guided Radiotherapy—0
Enhancing Content Representation for AR Image Quality Assessment Using Knowledge Distillation—0
Parametric PerceptNet: A bio-inspired deep-net trained for Image Quality AssessmentCode0
Multi-resolution Guided 3D GANs for Medical Image TranslationCode0
Dual-Representation Interaction Driven Image Quality Assessment with Restoration AssistanceCode0
AI-Generated Image Quality Assessment Based on Task-Specific Prompt and Multi-Granularity Similarity—0
Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment—0
Acquire Precise and Comparable Fundus Image Quality Score: FTHNet and FQS Dataset—0
Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment—0
Visual question answering based evaluation metrics for text-to-image generation—0
Scale Contrastive Learning with Selective Attentions for Blind Image Quality Assessment—0
Multi-task Feature Enhancement Network for No-Reference Image Quality Assessment—0
A Novel Automatic Real-time Motion Tracking Method for Magnetic Resonance Imaging-guided Radiotherapy: Leveraging the Enhanced Tracking-Learning-Detection Framework with Automatic Segmentation—0
The impact of MRI image quality on statistical and predictive analysis on voxel based morphology—0
Parameter choices in HaarPSI for IQA with medical imagesCode0
Rician Denoising Diffusion Probabilistic Models For Sodium Breast MRI Enhancement—0
Fine-grained subjective visual quality assessment for high-fidelity compressed imagesCode0
Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities—0
Medical Image Quality Assessment based on Probability of Necessity and Sufficiency—0
Study of Subjective and Objective Quality in Super-Resolution Enhanced Broadcast Images on a Novel SR-IQA Dataset—0
Revisiting Video Quality Assessment from the Perspective of GeneralizationCode0
Quantitative and Qualitative Evaluation of NLM and Wavelet Methods in Image Enhancement—0
Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-Widefield Fundus Imaging—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