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Image Quality Assessment

Papers

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Showing 251–275 of 732 papers

TitleStatusHype
MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CTCode0
FetMRQC: a robust quality control system for multi-centric fetal brain MRICode1
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic DataCode1
ARNIQA: Learning Distortion Manifold for Image Quality AssessmentCode1
Perceptual Assessment and Optimization of HDR Image RenderingCode0
AutoDIR: Automatic All-in-One Image Restoration with Latent DiffusionCode1
You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality AssessmentCode0
The Unreasonable Effectiveness of Linear Prediction as a Perceptual MetricCode1
Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator—0
FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency PerspectiveCode0
Cross-Dataset-Robust Method for Blind Real-World Image Quality Assessment—0
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level VisionCode2
Perceptual Quality Assessment of 360^ Images Based on Generative Scanpath RepresentationCode0
Interpretable Image Quality Assessment via CLIP with Multiple Antonym-Prompt Pairs—0
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment—0
The Color Clifford Hardy Signal: Application to Color Edge Detection and Optical Flow—0
Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification—0
Towards Top-Down Stereo Image Quality Assessment via Stereo AttentionCode0
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality AssessmentCode4
Test Time Adaptation for Blind Image Quality AssessmentCode0
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality ModelsCode1
A Visual Quality Assessment Method for Raster Images in Scanned Document—0
On the Effectiveness of Spectral Discriminators for Perceptual Quality ImprovementCode1
Self2Self+: Single-Image Denoising with Self-Supervised Learning and Image Quality Assessment LossCode1
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention—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