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Image Quality Assessment

Papers

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Showing 201–250 of 732 papers

TitleStatusHype
Multi-resolution Guided 3D GANs for Medical Image TranslationCode0
Multitask Auxiliary Network for Perceptual Quality Assessment of Non-Uniformly Distorted Omnidirectional ImagesCode0
Omnidirectional Image Quality Captioning: A Large-scale Database and A New ModelCode0
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR ImagesCode0
MS-IQA: A Multi-Scale Feature Fusion Network for PET/CT Image Quality AssessmentCode0
MS-UNIQUE: Multi-model and Sharpness-weighted Unsupervised Image Quality EstimationCode0
Adaptable image quality assessment using meta-reinforcement learning of task amenabilityCode0
Multi-pooled Inception features for no-reference image quality assessmentCode0
Multi-Scale Features and Parallel Transformers Based Image Quality AssessmentCode0
Deep Neural Networks for No-Reference and Full-Reference Image Quality AssessmentCode0
MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CTCode0
AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge DistillationCode0
MULLER: Multilayer Laplacian Resizer for VisionCode0
DeepFL-IQA: Weak Supervision for Deep IQA Feature LearningCode0
Adaboost Neural Network And Cyclopean View For No-reference Stereoscopic Image Quality AssessmentCode0
No-Reference Image Quality Assessment in the Spatial DomainCode0
AI-generated Image Quality Assessment in Visual CommunicationCode0
Deep Superpixel-based Network for Blind Image Quality AssessmentCode0
MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene StatisticsCode0
DDR: Exploiting Deep Degradation Response as Flexible Image DescriptorCode0
A Two-Fold Patch Selection Approach for Improved 360-Degree Image Quality AssessmentCode0
Max360IQ: Blind Omnidirectional Image Quality Assessment with Multi-axis AttentionCode0
Multi-Modal Prompt Learning on Blind Image Quality AssessmentCode0
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-ResolutionCode0
DeQA-Doc: Adapting DeQA-Score to Document Image Quality AssessmentCode0
Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality AssessmentCode0
Learning from Mixed Datasets: A Monotonic Image Quality Assessment ModelCode0
Analysis of Benford’s Law for No-Reference Quality Assessment of Natural, Screen-Content, and Synthetic ImagesCode0
Parametric PerceptNet: A bio-inspired deep-net trained for Image Quality AssessmentCode0
DGIQA: Depth-guided Feature Attention and Refinement for Generalizable Image Quality AssessmentCode0
LatentKeypointGAN: Controlling Images via Latent KeypointsCode0
AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional ImagesCode0
Joint Optimization for SSIM-Based CTU-Level Bit Allocation and Rate Distortion OptimizationCode0
A study on the adequacy of common IQA measures for medical imagesCode0
Critical analysis on the reproducibility of visual quality assessment using deep featuresCode0
Introspective Learning : A Two-Stage Approach for Inference in Neural NetworksCode0
Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image SetsCode0
PHISWID: Physics-Inspired Underwater Image Dataset Synthesized from RGB-D ImagesCode0
Image Quality Assessment Guided Deep Neural Networks TrainingCode0
Controllable List-wise Ranking for Universal No-reference Image Quality AssessmentCode0
Contrastive Explanations in Neural NetworksCode0
A Human Visual System Inspired No-Reference Image Quality Assessment Method Based on Local Feature DescriptorsCode0
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentationCode0
Image quality assessment for machine learning tasks using meta-reinforcement learningCode0
Consumer Image Quality Prediction using Recurrent Neural Networks for Spatial PoolingCode0
Potential of deep features for opinion-unaware, distortion-unaware, no-reference image quality assessmentCode0
Considerations on the Evaluation of Biometric Quality Assessment AlgorithmsCode0
Assessing Image Quality Using a Simple Generative RepresentationCode0
Confusing Image Quality Assessment: Towards Better Augmented Reality ExperienceCode0
Image Quality Assessment and Color DifferenceCode0
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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