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Image Quality Assessment

Papers

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Showing 301–350 of 732 papers

TitleStatusHype
Test your samples jointly: Pseudo-reference for image quality evaluation—0
Patch-wise Features for Blur Image Classification—0
MULLER: Multilayer Laplacian Resizer for VisionCode0
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images—0
Re-IQA: Unsupervised Learning for Image Quality Assessment in the WildCode1
Image Quality-aware Diagnosis via Meta-knowledge Co-embeddingCode1
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning PerspectiveCode2
Explainable Image Quality Assessment for Medical ImagingCode0
Lightweight High-Performance Blind Image Quality Assessment—0
A Generalised Deep Meta-Learning Model for Automated Quality Control of Cardiovascular Magnetic Resonance ImagesCode0
Considerations on the Evaluation of Biometric Quality Assessment AlgorithmsCode0
A Perceptual Quality Assessment Exploration for AIGC ImagesCode1
LFACon: Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field SpaceCode0
Blind Multimodal Quality Assessment of Low-light Images—0
Subjective and Objective Quality Assessment for in-the-Wild Computer Graphics ImagesCode0
ST360IQ: No-Reference Omnidirectional Image Quality Assessment with Spherical Vision TransformersCode1
The First Comprehensive Dataset with Multiple Distortion Types for Visual Just-Noticeable Differences—0
Quality-aware Pre-trained Models for Blind Image Quality Assessment—0
Pose Impact Estimation on Face Recognition using 3D-Aware Synthetic Data with Application to Quality AssessmentCode0
Mask Reference Image Quality Assessment—0
Blind Omnidirectional Image Quality Assessment: Integrating Local Statistics and Global Semantics—0
Effect of Lossy Compression Algorithms on Face Image Quality and Recognition—0
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image EnhancementCode1
JNDMix: JND-Based Data Augmentation for No-reference Image Quality Assessment—0
Advanced Image Quality Assessment for Hand- and Fingervein Biometrics—0
Guided Depth Map Super-resolution: A SurveyCode1
Stochastic Surprisal: An inferential measurement of Free Energy in Neural NetworksCode0
Half of an image is enough for quality assessment—0
Rate-Perception Optimized Preprocessing for Video Coding—0
Rumor Classification through a Multimodal Fusion Framework and Ensemble Learning—0
PMT-IQA: Progressive Multi-task Learning for Blind Image Quality AssessmentCode0
Thinking Image Color Aesthetics Assessment: Models, Datasets and BenchmarksCode2
Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality AssessmentCode0
ScanDMM: A Deep Markov Model of Scanpath Prediction for 360deg ImagesCode1
UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment—0
Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System—0
An Ensemble Method to Automatically Grade Diabetic Retinopathy with Optical Coherence Tomography Angiography Images—0
KonX: Cross-Resolution Image Quality Assessment—0
FaceQAN: Face Image Quality Assessment Through Adversarial Noise ExplorationCode1
Assessing Bias in Face Image Quality Assessment—0
Photo Rater: Photographs Auto-Selector with Deep Learning—0
Video compression dataset and benchmark of learning-based video-quality metricsCode1
IFQA: Interpretable Face Quality AssessmentCode1
Content-Diverse Comparisons improve IQA—0
DeepDC: Deep Distance Correlation as a Perceptual Image Quality EvaluatorCode1
End-to-end deep multi-score model for No-reference stereoscopic image quality assessmentCode1
Intelligent Painter: Picture Composition With Resampling Diffusion ModelCode1
1st Place Solutions for UG2+ Challenge 2022 ATMOSPHERIC TURBULENCE MITIGATION—0
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias—0
Task-Based Assessment for Neural Networks: Evaluating Undersampled MRI Reconstructions based on Human Observer Signal DetectionCode0
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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