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Image Quality Assessment

Papers

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Showing 301–350 of 732 papers

TitleStatusHype
Learning from Mixed Datasets: A Monotonic Image Quality Assessment ModelCode0
FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency PerspectiveCode0
LatentKeypointGAN: Controlling Images via Latent KeypointsCode0
LFACon: Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field SpaceCode0
Joint Optimization for SSIM-Based CTU-Level Bit Allocation and Rate Distortion OptimizationCode0
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture QualityCode0
Introspective Learning : A Two-Stage Approach for Inference in Neural NetworksCode0
A comparative study between paired and unpaired Image Quality Assessment in Low-Dose CT DenoisingCode0
A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality AssessmentCode0
No-Reference Image Quality Assessment with Convolutional Neural Networks and Decision FusionCode0
Image Quality Assessment Guided Deep Neural Networks TrainingCode0
Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANsCode0
Image Quality Assessment and Color DifferenceCode0
OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality AssessmentCode0
Embodied Image Quality Assessment for Robotic IntelligenceCode0
Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature StatisticsCode0
Collaborative Auto-encoding for Blind Image Quality AssessmentCode0
Parameter choices in HaarPSI for IQA with medical imagesCode0
Effective Aesthetics Prediction with Multi-level Spatially Pooled FeaturesCode0
IG-FIQA: Improving Face Image Quality Assessment through Intra-class Variance Guidance robust to Inaccurate Pseudo-LabelsCode0
Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality AssessmentCode0
Echocardiographic Image Quality Assessment Using Deep Neural Networks—0
Dynamic Range Independent Image Quality Assessment—0
Blind Image Quality Assessment using Semi-supervised Rectifier Networks—0
A New Image Quality Database for Multiple Industrial Processes—0
DSSIM: a structural similarity index for floating-point data—0
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention—0
A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment—0
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images—0
Blind Image Quality Assessment for MRI with A Deep Three-dimensional content-adaptive Hyper-Network—0
Domain Fingerprints for No-reference Image Quality Assessment—0
An Ensemble Method to Automatically Grade Diabetic Retinopathy with Optical Coherence Tomography Angiography Images—0
Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment—0
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations—0
Blind Image Quality Assessment: A Brief Survey—0
An edge detection-based deep learning approach for tear meniscus height measurement—0
Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment—0
Disentangling Image Distortions in Deep Feature Space—0
Blind Document Image Quality Prediction Based on Modification of Quality Aware Clustering Method Integrating a Patch Selection Strategy—0
dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs—0
Digital twins enable full-reference quality assessment of photoacoustic image reconstructions—0
Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator—0
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment—0
Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges—0
Black-box Adversarial Attacks Against Image Quality Assessment Models—0
An Attention-Driven Approach of No-Reference Image Quality Assessment—0
Deviation Based Pooling Strategies For Full Reference Image Quality Assessment—0
BIQ2021: A Large-Scale Blind Image Quality Assessment Database—0
Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System—0
Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives—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