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Image Quality Assessment

Papers

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Showing 451–500 of 732 papers

TitleStatusHype
Approximating the Hotelling Observer with Autoencoder-Learned Efficient Channels for Binary Signal Detection Tasks—0
A proposal project for a blind image quality assessment by learning distortions from the full reference image quality assessments—0
Why Are Deep Representations Good Perceptual Quality Features?—0
Artifact- and content-specific quality assessment for MRI with image rulers—0
A Shift-insensitive Full Reference Image Quality Assessment Model Based on Quadratic Sum of Gradient Magnitude and LOG signals—0
Assessing Bias in Face Image Quality Assessment—0
Assessing the ability of generative adversarial networks to learn canonical medical image statistics—0
A statistical reduced-reference method for color image quality assessment—0
Astronomical Images Quality Assessment with Automated Machine Learning—0
A study of why we need to reassess full reference image quality assessment with medical images—0
A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook—0
A survey on IQA—0
Augmenting Perceptual Super-Resolution via Image Quality Predictors—0
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias—0
Automated Assessment of Transthoracic Echocardiogram Image Quality Using Deep Neural Networks—0
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation—0
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning—0
Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains—0
Automatic quality assessment for 2D fetal sonographic standard plane based on multi-task learning—0
A Visual Quality Assessment Method for Raster Images in Scanned Document—0
Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity—0
BELE: Blur Equivalent Linearized Estimator—0
Beyond Human Opinion Scores: Blind Image Quality Assessment based on Synthetic Scores—0
Beyond MOS: Subjective Image Quality Score Preprocessing Method Based on Perceptual Similarity—0
Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives—0
BIQ2021: A Large-Scale Blind Image Quality Assessment Database—0
Black-box Adversarial Attacks Against Image Quality Assessment Models—0
Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator—0
Blind Document Image Quality Prediction Based on Modification of Quality Aware Clustering Method Integrating a Patch Selection Strategy—0
Blind Image Quality Assessment: A Brief Survey—0
Blind Image Quality Assessment for MRI with A Deep Three-dimensional content-adaptive Hyper-Network—0
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention—0
Blind Image Quality Assessment using Semi-supervised Rectifier Networks—0
Blind Multimodal Quality Assessment of Low-light Images—0
Blind Omnidirectional Image Quality Assessment with Viewport Oriented Graph Convolutional Networks—0
Blind Omnidirectional Image Quality Assessment: Integrating Local Statistics and Global Semantics—0
Blind Predicting Similar Quality Map for Image Quality Assessment—0
Blind Quality Assessment for Image Superresolution Using Deep Two-Stream Convolutional Networks—0
Blind Stereo Image Quality Assessment Inspired by Brain Sensory-Motor Fusion—0
Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency—0
Boosting CLIP Adaptation for Image Quality Assessment via Meta-Prompt Learning and Gradient Regularization—0
Can No-reference features help in Full-reference image quality estimation?—0
Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution?—0
CatSIM: A Categorical Image Similarity Metric—0
Causal Perception Inspired Representation Learning for Trustworthy Image Quality Assessment—0
CD2 : Combined Distances of Contrast Distributions for the Assessment of Perceptual Quality of Image Processing—0
CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image—0
Center Emphasized Visual Saliency and a Contrast-based Full Reference Image Quality Index—0
CG-DIQA: No-reference Document Image Quality Assessment Based on Character Gradient—0
Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review—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