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Image Quality Assessment

Papers

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Showing 701–732 of 732 papers

TitleStatusHype
Embodied Image Quality Assessment for Robotic IntelligenceCode0
A Probabilistic Quality Representation Approach to Deep Blind Image Quality PredictionCode0
A Patch-Structure Representation Method for Quality Assessment of Contrast Changed ImagesCode0
PHISWID: Physics-Inspired Underwater Image Dataset Synthesized from RGB-D ImagesCode0
Picking the Cream of the Crop: Visual-Centric Data Selection with Collaborative AgentsCode0
Effective Aesthetics Prediction with Multi-level Spatially Pooled FeaturesCode0
An ensemble multi-scale residual attention network (EMRA-net) for image DehazingCode0
Blind Image Quality Assessment: A Fuzzy Neural Network for Opinion Score Distribution PredictionCode0
Dual-Representation Interaction Driven Image Quality Assessment with Restoration AssistanceCode0
PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated ImagesCode0
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality AssessmentCode0
PMT-IQA: Progressive Multi-task Learning for Blind Image Quality AssessmentCode0
Double Trouble? Impact and Detection of Duplicates in Face Image DatasetsCode0
Pose Impact Estimation on Face Recognition using 3D-Aware Synthetic Data with Application to Quality AssessmentCode0
Potential of deep features for opinion-unaware, distortion-unaware, no-reference image quality assessmentCode0
Principal Component Analysis Using Structural Similarity Index for ImagesCode0
Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality AssessmentCode0
Distorted Representation Space Characterization Through Backpropagated GradientsCode0
PSCR: Patches Sampling-based Contrastive Regression for AIGC Image Quality AssessmentCode0
Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image SetsCode0
DGIQA: Depth-guided Feature Attention and Refinement for Generalizable Image Quality AssessmentCode0
Analysis of Benford’s Law for No-Reference Quality Assessment of Natural, Screen-Content, and Synthetic ImagesCode0
Design of Low-Artifact Interpolation Kernels by Means of Computer AlgebraCode0
DeQA-Doc: Adapting DeQA-Score to Document Image Quality AssessmentCode0
AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge DistillationCode0
Deep Superpixel-based Network for Blind Image Quality AssessmentCode0
Deep Neural Networks for No-Reference and Full-Reference Image Quality AssessmentCode0
QMamba: On First Exploration of Vision Mamba for Image Quality AssessmentCode0
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-ResolutionCode0
DeepFL-IQA: Weak Supervision for Deep IQA Feature LearningCode0
Stochastic Surprisal: An inferential measurement of Free Energy in Neural NetworksCode0
DDR: Exploiting Deep Degradation Response as Flexible Image DescriptorCode0
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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