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Image Quality Assessment

Papers

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Showing 251–300 of 732 papers

TitleStatusHype
No-Reference Image Quality Assessment Based on the Fusion of Statistical and Perceptual FeaturesCode0
A Generalised Deep Meta-Learning Model for Automated Quality Control of Cardiovascular Magnetic Resonance ImagesCode0
Neural Image Beauty Predictor Based on Bradley-Terry ModelCode0
NIMA: Neural Image AssessmentCode0
Multi-Scale Features and Parallel Transformers Based Image Quality AssessmentCode0
AdverX-Ray: Ensuring X-Ray Integrity Through Frequency-Sensitive Adversarial VAEsCode0
Multiscale structural similarity for image quality assessmentCode0
Multi-pooled Inception features for no-reference image quality assessmentCode0
Multi-resolution Guided 3D GANs for Medical Image TranslationCode0
Multitask Auxiliary Network for Perceptual Quality Assessment of Non-Uniformly Distorted Omnidirectional ImagesCode0
Perceptual Quality Assessment of 360^ Images Based on Generative Scanpath RepresentationCode0
Collaborative Auto-encoding for Blind Image Quality AssessmentCode0
CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIPCode0
MS-IQA: A Multi-Scale Feature Fusion Network for PET/CT Image Quality AssessmentCode0
A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality AssessmentCode0
MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CTCode0
A Probabilistic Quality Representation Approach to Deep Blind Image Quality PredictionCode0
Max360IQ: Blind Omnidirectional Image Quality Assessment with Multi-axis AttentionCode0
MS-UNIQUE: Multi-model and Sharpness-weighted Unsupervised Image Quality EstimationCode0
Locally Linear Image Structural Embedding for Image Structure Manifold LearningCode0
LFACon: Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field SpaceCode0
Fine-grained subjective visual quality assessment for high-fidelity compressed imagesCode0
ESIQA: Perceptual Quality Assessment of Vision-Pro-based Egocentric Spatial ImagesCode0
Learning from Mixed Datasets: A Monotonic Image Quality Assessment ModelCode0
LatentKeypointGAN: Controlling Images via Latent KeypointsCode0
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality AssessmentCode0
Camera Exposure Control for Robust Robot Vision with Noise-Aware Image Quality AssessmentCode0
Joint Optimization for SSIM-Based CTU-Level Bit Allocation and Rate Distortion OptimizationCode0
MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene StatisticsCode0
MULLER: Multilayer Laplacian Resizer for VisionCode0
A Patch-Structure Representation Method for Quality Assessment of Contrast Changed ImagesCode0
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality AssessmentCode0
Image Quality Assessment Guided Deep Neural Networks TrainingCode0
Bridging the Gap Between Saliency Prediction and Image Quality AssessmentCode0
Boosting in Image Quality AssessmentCode0
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to RankCode0
Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur ImagesCode0
IG-FIQA: Improving Face Image Quality Assessment through Intra-class Variance Guidance robust to Inaccurate Pseudo-LabelsCode0
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
Hyperparameter Optimization in Black-box Image Processing using Differentiable ProxiesCode0
HiLLIE: Human-in-the-Loop Training for Low-Light Image EnhancementCode0
Image Quality Assessment and Color DifferenceCode0
HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality AssessmentCode0
Full Reference Screen Content Image Quality Assessment by Fusing Multi-level Structure SimilarityCode0
From Just Noticeable Differences to Image QualityCode0
A comparative study between paired and unpaired Image Quality Assessment in Low-Dose CT DenoisingCode0
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture QualityCode0
No-Reference Image Quality Assessment with Global-Local Progressive Integration and Semantic-Aligned Quality TransferCode0
High Dynamic Range Image Quality Assessment Based on Frequency DisparityCode0
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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