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Image Quality Assessment

Papers

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Showing 101–125 of 732 papers

TitleStatusHype
Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality AssessmentCode1
CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessmentCode1
Study of Subjective and Objective Quality in Super-Resolution Enhanced Broadcast Images on a Novel SR-IQA Dataset—0
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
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
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessmentCode1
Foundation Models Boost Low-Level Perceptual Similarity MetricsCode0
Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality AssessmentCode0
ExIQA: Explainable Image Quality Assessment Using Distortion Attributes—0
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples—0
Exploring Rich Subjective Quality Information for Image Quality Assessment in the Wild—0
Boosting CLIP Adaptation for Image Quality Assessment via Meta-Prompt Learning and Gradient Regularization—0
Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization ProblemCode0
MobileIQA: Exploiting Mobile-level Diverse Opinion Network For No-Reference Image Quality Assessment Using Knowledge DistillationCode1
Assessing UHD Image Quality from Aesthetics, Distortions, and SaliencyCode1
Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality AssessmentCode0
LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment ModelCode2
MSLIQA: Enhancing Learning Representations for Image Quality Assessment through Multi-Scale Learning—0
A Deep-Learning-Based Label-free No-Reference Image Quality Assessment Metric: Application in Sodium MRI Denoising—0
CLIP-AGIQA: Boosting the Performance of AI-Generated Image Quality Assessment with CLIP—0
Image Score: Learning and Evaluating Human Preferences for Mercari Search—0
Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment EnhancementCode1
Perceptual Depth Quality Assessment of Stereoscopic Omnidirectional Images—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