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Image Quality Assessment

Papers

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Showing 276–300 of 732 papers

TitleStatusHype
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