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Image Quality Assessment

Papers

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Showing 501–550 of 732 papers

TitleStatusHype
Joint Optimization for SSIM-Based CTU-Level Bit Allocation and Rate Distortion OptimizationCode0
LatentKeypointGAN: Controlling Images via Latent KeypointsCode0
Zero-shot super-resolution with a physically-motivated downsampling kernel for endomicroscopy—0
Learning to Resize Images for Computer Vision TasksCode1
SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance—0
Spatial Attention-based Non-reference Perceptual Quality Prediction Network for Omnidirectional ImagesCode1
Perceptual Image Restoration with High-Quality Priori and Degradation Learning—0
Deep Perceptual Image Quality Assessment for Compression—0
No-Reference Quality Assessment for 360-degree Images by Analysis of Multi-frequency Information and Local-global Naturalness—0
Continual Learning for Blind Image Quality AssessmentCode1
Learning image quality assessment by reinforcing task amenable data selection—0
No-Reference Image Quality Assessment with Global Statistical FeaturesCode1
Real-World Super-Resolution of Face-Images from Surveillance Cameras—0
Regression or Classification? New Methods to Evaluate No-Reference Picture and Video Quality Models—0
Quantifying Visual Image Quality: A Bayesian View—0
Intelligent Frame Selection as a Privacy-Friendlier Alternative to Face Recognition—0
No-reference Stereoscopic Image Quality Predictor using Deep Features from Cyclopean ImageCode0
A Deep Retinal Image Quality Assessment Network with Salient Structure Priors—0
Transformer for Image Quality AssessmentCode0
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-Reference MetricCode1
A Shift-insensitive Full Reference Image Quality Assessment Model Based on Quadratic Sum of Gradient Magnitude and LOG signals—0
Deep Multi-Scale Features Learning for Distorted Image Quality Assessment—0
Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric—0
Evaluation of quality measures for color quantization—0
Rank-smoothed Pairwise Learning In Perceptual Quality Assessment—0
Multi-pooled Inception features for no-reference image quality assessmentCode0
Comprehensive evaluation of no-reference image quality assessment algorithms on authentic distortions—0
A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment—0
A combined full-reference image quality assessment approach based on convolutional activation mapsCode1
Comprehensive evaluation of no-reference image quality assessment algorithms on KADID-10k database—0
Convolutional Neural Network for Blur Images Detection as an Alternative for Laplacian Method—0
Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning—0
Cuid: A new study of perceived image quality and its subjective assessment—0
Critical analysis on the reproducibility of visual quality assessment using deep featuresCode0
Face Image Quality Assessment: A Literature Survey—0
Recognition Oriented Iris Image Quality Assessment in the Feature SpaceCode1
Multi-task deep CNN model for no-reference image quality assessment on smartphone camera photos—0
Blind Omnidirectional Image Quality Assessment with Viewport Oriented Graph Convolutional Networks—0
Image quality assessment for closed-loop computer-assisted lung ultrasound—0
No-reference Screen Content Image Quality Assessment with Unsupervised Domain Adaptation—0
Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality AssessmentCode1
Full Reference Screen Content Image Quality Assessment by Fusing Multi-level Structure SimilarityCode0
Contrastive Explanations in Neural NetworksCode0
No-Reference Image Quality Assessment Based on the Fusion of Statistical and Perceptual FeaturesCode0
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration—0
A Benchmark dataset for both underwater image enhancement and underwater object detection—0
Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency—0
An Unsupervised Information-Theoretic Perceptual Quality Metric—0
No-Reference Image Quality Assessment via Feature Fusion and Multi-Task Learning—0
Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper NetworkCode1
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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