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Image Quality Assessment

Papers

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Showing 251–300 of 732 papers

TitleStatusHype
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
Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality AssessmentCode0
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
Perceptual Depth Quality Assessment of Stereoscopic Omnidirectional Images—0
FunEditor: Achieving Complex Image Edits via Function Aggregation with Diffusion Models—0
Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment PerspectiveCode0
Evaluating BM3D and NBNet: A Comprehensive Study of Image Denoising Across Multiple Datasets—0
No-Reference Image Quality Assessment with Global-Local Progressive Integration and Semantic-Aligned Quality TransferCode0
ESIQA: Perceptual Quality Assessment of Vision-Pro-based Egocentric Spatial ImagesCode0
X-Fake: Juggling Utility Evaluation and Explanation of Simulated SAR Images—0
UFQA: Utility guided Fingerphoto Quality Assessment—0
HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality AssessmentCode0
GSBIQA: Green Saliency-guided Blind Image Quality Assessment Method—0
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality AssessmentCode0
Local Manifold Learning for No-Reference Image Quality Assessment—0
UHD-IQA Benchmark Database: Pushing the Boundaries of Blind Photo Quality AssessmentCode0
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality AssessmentCode0
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment—0
QMamba: On First Exploration of Vision Mamba for Image Quality AssessmentCode0
DDR: Exploiting Deep Degradation Response as Flexible Image DescriptorCode0
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models—0
Rank-based No-reference Quality Assessment for Face Swapping—0
ATTIQA: Generalizable Image Quality Feature Extractor using Attribute-aware Pretraining—0
Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution?—0
A study on the adequacy of common IQA measures for medical imagesCode0
A study of why we need to reassess full reference image quality assessment with medical images—0
Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature StatisticsCode0
Testing the Performance of Face Recognition for People with Down Syndrome—0
Perception- and Fidelity-aware Reduced-Reference Super-Resolution Image Quality Assessment—0
Perceptual Crack Detection for Rendered 3D Textured MeshesCode0
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification—0
Bridging the Gap Between Saliency Prediction and Image Quality AssessmentCode0
Cross-IQA: Unsupervised Learning for Image Quality Assessment—0
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality AssessmentCode0
Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration—0
Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range DisplaysCode0
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts—0
Perceptual Constancy Constrained Single Opinion Score Calibration for Image Quality Assessment—0
Beyond MOS: Subjective Image Quality Score Preprocessing Method Based on Perceptual Similarity—0
Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review—0
Causal Perception Inspired Representation Learning for Trustworthy Image Quality Assessment—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