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Image Quality Assessment

Papers

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Showing 301–350 of 732 papers

TitleStatusHype
Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur ImagesCode0
FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency PerspectiveCode0
Learning from Mixed Datasets: A Monotonic Image Quality Assessment ModelCode0
Explainable Image Quality Assessment for Medical ImagingCode0
Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition ModelsCode0
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture QualityCode0
LatentKeypointGAN: Controlling Images via Latent KeypointsCode0
Max360IQ: Blind Omnidirectional Image Quality Assessment with Multi-axis AttentionCode0
Introspective Learning : A Two-Stage Approach for Inference in Neural NetworksCode0
Joint Optimization for SSIM-Based CTU-Level Bit Allocation and Rate Distortion OptimizationCode0
CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIPCode0
No-Reference Quality Assessment of Contrast-Distorted Images using Contrast EnhancementCode0
Image Quality Assessment Guided Deep Neural Networks TrainingCode0
Image quality assessment for machine learning tasks using meta-reinforcement learningCode0
A comparative study between paired and unpaired Image Quality Assessment in Low-Dose CT DenoisingCode0
Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANsCode0
Collaborative Auto-encoding for Blind Image Quality AssessmentCode0
Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature StatisticsCode0
Image Quality Assessment and Color DifferenceCode0
Embodied Image Quality Assessment for Robotic IntelligenceCode0
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
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentationCode0
MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CTCode0
Perceptual Crack Detection for Rendered 3D Textured MeshesCode0
Picking the Cream of the Crop: Visual-Centric Data Selection with Collaborative AgentsCode0
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
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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