Image-Quality-Related-Papers

A list of recent image quality related papers published in top journals and conferences.

Top Journal

1. IEEE Transactions on Image Processing

Early Access

BVI-VFI: A Video Quality Database for Video Frame Interpolation

Deep Active Learning with Contaminated Tags for Image Aesthetics Assessment

2023

CONVIQT: Contrastive Video Quality Estimator

Helping Visually Impaired People Take Better Quality Pictures

Subjective and Objective Audio-Visual Quality Assessment for User Generated Content

Study of Subjective and Objective Quality Assessment of Mobile Cloud Gaming Videos

Study of Spatio-Temporal Modeling in Video Quality Assessment

Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment

Bitstream-based Perceptual Quality Assessment of Compressed 3D Point Clouds

A Multiscale Approach to Deep Blind Image Quality Assessment

Full-Reference Image Quality Expression via Genetic Programming

Degraded Reference Image Quality Assessment

Blind VQA on 360° Video via Progressively Learning from Pixels, Frames and Video

2022

Confusing Image Quality Assessment: Towards Better Augmented Reality Experience

Screen Content Video Quality Assessment Model Using Hybrid Spatiotemporal Features

No-Reference Image Quality Assessment by Hallucinating Pristine Features

UIF: An Objective Quality Assessment for Underwater Image Enhancement

Composition and Style Attributes Guided Image Aesthetic Assessment

FOVQA: Blind Foveated Video Quality Assessment

Image Quality Assessment Using Contrastive Learning

Subjective and Objective Quality of Experience of Free Viewpoint Videos

A Spatial and Geometry Feature-Based Quality Assessment Model for the Light Field Images

Video Quality Model of Compression, Resolution and Frame Rate Adaptation Based on Space-Time Regularities

Fine-grained Image Quality Caption with Hierarchical Semantics Degradation

A No-Reference Stereoscopic Image Quality Assessment Network Based on Binocular Interaction and Fusion Mechanisms

Single Image Super-Resolution Quality Assessment: A Real-World Dataset, Subjective Studies, and An Objective Metric

Perceptually Unimportant Information Reduction and Cosine Similarity-based Quality Assessment of 3D-Synthesized Images

Evaluating Quantitative Metrics of Tone-Mapped Images

Stretching Artifacts Identification for Quality Assessment of 3D-Synthesized Views

VCRNet: Visual Compensation Restoration Network for No-Reference Image Quality Assessment

Quality Assessment of DIBR-synthesized views based on Sparsity of Difference of Closings and Difference of Gaussians

A Subjective and Objective Study of Space-Time Subsampled Video Quality

Study of the Subjective and Objective Quality of High Motion Live Streaming Videos

Contrastive Self-supervised Pre-training for Video Quality Assessment

Completely Blind Quality Assessment of User Generated Video Content

2021

Image Defogging Quality Assessment: Real-World Database and Method

Quality Assessment of Free-Viewpoint Videos by Quantifying the Elastic Changes of Multi-Scale Motion Trajectories

Perceptual Video Quality Prediction Emphasizing Chroma Distortions

Cubemap-Based Perception-Driven Blind Quality Assessment for 360-degree Images

Superpixel-Based Quality Assessment of Multi-Exposure Image Fusion for Both Static and Dynamic Scenes

SSIM Compliant Modeling Framework With Denoising and Deblurring Applications

Uncertainty-Aware Blind Image Quality Assessment in the Laboratory and Wild

Blind Image Quality Assessment With Active Inference

UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content

Towards Perceptually Optimized Adaptive Video Streaming-A Realistic Quality of Experience Database

No-Reference Screen Content Image Quality Assessment With Unsupervised Domain Adaptation

Subjective and Objective Quality Assessment of 2D and 3D Foveated Video Compression in Virtual Reality

No-Reference Quality Assessment for Screen Content Images Using Visual Edge Model and AdaBoosting Neural Network

ST-GREED: Space-Time Generalized Entropic Differences for Frame Rate Dependent Video Quality Prediction

Predicting the Quality of Compressed Videos with Pre-Existing Distortions

ChipQA: No-Reference Video Quality Prediction via Space-Time Chips

No-Reference Physics-Based Quality Assessment of Polarization Images and its Application to Demosaicking

2020

Sparse Representation-Based Video Quality Assessment for Synthesized 3D Videos

Deep Learning-Based Picture-Wise Just Noticeable Distortion Prediction Model for Image Compression

Perceptual Evaluation for Multi-Exposure Image Fusion of Dynamic Scenes

From Pairwise Comparisons and Rating to a Unified Quality Scale

Blind Quality Metric of DIBR-Synthesized Images in the Discrete Wavelet Transform Domain

Quality Measurement of Images on Mobile Streaming Interfaces Deployed at Scale

Learning No-Reference Quality Assessment of Multiply and Singly Distorted Images With Big Data

A Metric for Video Blending Quality Assessment

Satisfied-User-Ratio Modeling for Compressed Video

A Metric for Light Field Reconstruction, Compression, and Display Quality Evaluation

KonIQ-10k: An Ecologically Valid Database for Deep Learning of Blind Image Quality Assessment

Tensor Oriented No-Reference Light Field Image Quality Assessment

Dynamic Receptive Field Generation for Full-Reference Image Quality Assessment

No-Reference Video Quality Assessment Using Natural Spatiotemporal Scene Statistics

The Performance of Quality Metrics in Assessing Error-Concealed Video Quality

Quality Prediction on Deep Generative Image

Study of Subjective and Objective Quality Assessment of Audio-Visual Signals

No-Reference Image Quality Assessment: An Attention Driven Approach

Dehazing Evaluation: Real-World Benchmark Datasets, Criteria, and Baselines

End-to-End Blind Image Quality Prediction With Cascaded Deep Neural Network

No Reference Quality Assessment for 3D Synthesized Views by Local Structure Variation and Global Naturalness Change

Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks

Light Field Image Quality Assessment via the Light Field Coherence

Screen Content Video Quality Assessment: Subjective and Objective Study

2. IEEE Transactions on Multimedia

Early Access

Stitched Wide Field of View Light Field Image Quality Assessment: Benchmark Database and Objective Metric

Blind Image Quality Assessment via Transformer Predicted Error Map and Perceptual Quality Token

FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective

Gap-Closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement

Towards Thousands to One Reference: Can We Trust the Reference Image for Quality Assessment?

Quality Assessment for Stitched Panoramic Images via Patch Registration and Bidimensional Feature Aggregation

Blind Image Quality Index with Cross-domain Interaction and Cross-scale Integration

Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model

UIQI: A Comprehensive Quality Evaluation Index for Underwater Images

Perceptual Quality Analysis in Deep Domains Using Structure Separation and High-Order Moments

Quality Assessment of Tone-mapped Images Using Fundamental Color and Structural Features

Progressive Bidirectional Feature Extraction and Enhancement Network for Quality Evaluation of Night-time Images

Pseudo Light Field Image and 4D Wavelet-transform-based Reduced-reference Light Field Image Quality Assessment

Blind Quality Evaluator of Light Field Images by Group-Based Representations and Multiple Plane-Oriented Perceptual Characteristics

Deep Blind Image Quality Assessment Powered by Online Hard Example Mining

Blind Dehazed Image Quality Assessment: A Deep CNN-Based Approach

Visual Interaction Perceptual Network for Blind Image Quality Assessment

Coarse-to-fine Feedback Guidance Based Stereo Image Quality Assessment Considering Dominant Eye Fusion

Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment

Knowledge-Guided Blind Image Quality Assessment With Few Training Samples

Explainable and Generalizable Blind Image Quality Assessment via Semantic Attribute Reasoning

Blind Image Quality Assessment Via Cross-View Consistency

Semi-Supervised Authentically Distorted Image Quality Assessment with Consistency-Preserving Dual-Branch Convolutional Neural Network

Context Region Identification based Quality Assessment of 3D Synthesized Views

Generalized Score Distribution: A Two-Parameter Discrete Distribution Accurately Describing Responses From Quality of Experience Subjective Experiments

RV-TMO: Large-Scale Dataset for Subjective Quality Assessment of Tone Mapped Images

LIQA: Lifelong Blind Image Quality Assessment

End-to-End Blind Video Quality Assessment Based on Visual and Memory Attention Modeling

An Underwater Image Quality Assessment Metric

No-reference Bitstream-layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds

Pyramid Feature Aggregation for Hierarchical Quality Prediction of Stitched Panoramic Images

Visibility and Distortion Measurement for No-Reference Dehazed Image Quality Assessment via Complex Contourlet Transform

Quantitative Comparison of Point Cloud Compression Algorithms with PCC Arena

Semi-supervised Adversarial Learning for Attribute-Aware Photo Aesthetic Assessment

2023

Perceptual Quality Assessment of Cartoon Images

User-generated Video Quality Assessment: A Subjective and Objective Study

GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment

No-Reference Light Field Image Quality Assessment Using Four-Dimensional Sparse Transform

CEAP-360VR: A Continuous Physiological and Behavioral Emotion Annotation Dataset for 360 VR Videos

2022

A Novel Rank Learning Based No-Reference Image Quality Assessment Method

Video Quality Assessment with Serial Dependence Modeling

Learning-Based Quality Assessment for Image Super-Resolution

Objective Quality Assessment of Lenslet Light Field Image Based on Focus Stack

Quality evaluation of holographic images coded with standard codecs

Subjective evaluation of visual quality and simulator sickness of short 360 videos: ITU-T Rec. P.919

Combining Retargeting Quality and Depth Perception Measures for Quality Evaluation of Retargeted Stereopairs

Underwater Image Quality Assessment: Subjective and Objective Methods

List-wise Rank Learning for Stereoscopic Image Retargeting Quality Assessment

Blind Stereoscopic Image Quality Evaluator based on Binocular Semantic and Quality Channels

Quality Assessment for Omnidirectional Video: A Spatio-Temporal Distortion Modeling Approach

2021

Motion Blur Removal with Quality Assessment Guidance

TTL-IQA: Transitive Transfer Learning based no-reference Image Quality Assessment

Blind Quality Assessment of Screen Content Images via Macro-Micro Modeling of Tensor Domain Dictionary

Re-visiting Discriminator for Blind Free-Viewpoint Image Quality Assessment

MaD-DLS: Mean and Deviation of Deep and Local Similarity for Image Quality Assessment

Point Cloud Rendering after Coding: Impacts on Subjective and Objective Quality

Predicting the Perceptual Quality of Point Cloud: A 3D-to-2D Projection-Based Exploration

Comparative Perceptual Assessment of Visual Signals Using Free Energy Features

Quality Evaluation for Image Retargeting with Instance Semantics

Estimation of Quality Scores from Subjective Tests - beyond Subjects' MOS

Measuring Coarse-to-Fine Texture and Geometric Distortions for Quality Assessment of DIBR-Synthesized Images

BVI-SynTex: A Synthetic Video Texture Dataset for Video Compression and Quality Assessment

Quality Index for View Synthesis by Measuring Instance Degradation and Global Appearance

A Physiology-Based QoE Comparison of Interactive Augmented Reality, Virtual Reality and Tablet-Based Applications

Beyond Vision: A Multimodal Recurrent Attention Convolutional Neural Network for Unified Image Aesthetic Prediction Tasks

Exploiting Local Degradation Characteristics and Global Statistical Properties for Blind Quality Assessment of Tone-Mapped HDR Images

Panoramic Video Quality Assessment Based on Non-Local Spherical CNN

Blind Quality Assessment for Tone-Mapped Images by Analysis of Gradient and Chromatic Statistics

Semi-Reference Sonar Image Quality Assessment Based on Task and Visual Perception

Blind Image Quality Assessment Based on Multi-scale KLT

Image Quality Assessment Using Kernel Sparse Coding

Subjective and Objective Quality Assessment for Stereoscopic Image Retargeting

2020

DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction

Learning Local Quality-Aware Structures of Salient Regions for Stereoscopic Images via Deep Neural Networks

Deep Multimodality Learning for UAV Video Aesthetic Quality Assessment

No-Reference Quality Evaluation of Stereoscopic Video Based on Spatio-Temporal Texture

QoE-Aware Multi-Source Video Streaming in Content Centric Networks

A Multi-Attribute Blind Quality Evaluator for Tone-Mapped Images

Reduced Reference Stereoscopic Image Quality Assessment Using Sparse Representation and Natural Scene Statistics

FFTMI: Features Fusion for Natural Tone-Mapped Images Quality Evaluation

Blind Night-Time Image Quality Assessment: Subjective and Objective Approaches

Vibrotactile Quality Assessment: Hybrid Metric Design Based on SNR and SSIM

An EEG-Based Study on Perception of Video Distortion Under Various Content Motion Conditions

Training Objective Image and Video Quality Estimators Using Multiple Databases

Learning the Traditional Art of Chinese Calligraphy via Three-Dimensional Reconstruction and Assessment

QoE Analysis of Dense Multiview Video With Head-Mounted Devices

3. IEEE Transactions on Circuits and Systems for Video Technology

Early Access

Quality Harmonization for Virtual Composition in Online Video Communications

AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment

Synergetic Assessment of Quality and Aesthetic: Approach and Comprehensive Benchmark Dataset

Blind Image Quality Assessment based on Separate Representations and Adaptive Interaction of Content and Distortion

Light Field Image Quality Assessment Using Natural Scene Statistics and Texture Degradation

Blind Image Quality Assessment: A Fuzzy Neural Network for Opinion Score Distribution Prediction

Hierarchical Graph Convolutional Networks for Action Quality Assessment

Image Aesthetics Assessment with Attribute-Assisted Multimodal Memory Network

Perceptual Quality Assessment of Enhanced Colonoscopy Images: A Benchmark Dataset and an Objective Method

DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment

EHNQ: Subjective and Objective Quality Evaluation of Enhanced Night-Time Images

Depth Perception Assessment of 3D Videos Based on Stereoscopic and Spatial Orientation Structural Features

2023

High Dynamic Range Image Quality Assessment Based on Frequency Disparity

Quality Evaluation of Arbitrary Style Transfer: Subjective Study and Objective Metric

Image Quality Score Distribution Prediction via Alpha Stable Model

Deep Quality Assessment of Compressed Videos: A Subjective and Objective Study

Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment

Viewport-Sphere-Branch Network for Blind Quality Assessment of Stitched 360° Omnidirectional Images

Generation-based Joint Luminance-Chrominance Learning for Underwater Image Quality Assessment

Quality Assessment of UGC Videos Based on Decomposition and Recomposition

Learning Spatiotemporal Interactions for User-Generated Video Quality Assessment

2022

Spatiotemporal Representation Learning for Blind Video Quality Assessment

LGGD+: Image Retargeting Quality Assessment by Measuring Local and Global Geometric Distortions

Monocular and Binocular Interactions Oriented Deformable Convolutional Networks for Blind Quality Assessment of Stereoscopic Omnidirectional Images

Multi-Angle Projection Based Blind Omnidirectional Image Quality Assessment

Dual-Channel Multi-Task CNN for No-Reference Screen Content Image Quality Assessment

Semi-Supervised Action Quality Assessment with Self-Supervised Segment Feature Recovery

Underwater Image Enhancement Quality Evaluation: Benchmark Dataset and Objective Metric

Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception

Study of Subjective and Objective Quality Assessment of Night-time Videos

VSOIQE: A Novel Viewport-based Stitched 360° Omnidirectional Image Quality Evaluator

No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh Models

Blind Image Quality Assessment for Authentic Distortions by Intermediary Enhancement and Iterative Training

IV-PSNR – the objective quality metric for immersive video applications

Perceptual Hashing with Complementary Color Wavelet Transform and Compressed Sensing for Reduced-Reference Image Quality Assessment

DACNN: Blind Image Quality Assessment via A Distortion-Aware Convolutional Neural Network

Convolutional Neural Networks For Omnidirectional Image Quality Assessment: A Benchmark

Blind Image Quality Index for Authentic Distortions With Local and Global Deep Feature Aggregation

Fine-Grained Image Quality Assessment: A Revisit and Further Thinking

Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment

A high visual quality color image reversible data hiding scheme based on B-R-G embedding principle and CIEDE2000 assessment metric

No-Reference Quality Assessment for 360-degree Images by Analysis of Multifrequency Information and Local-global Naturalness

Omnidirectional Image Quality Assessment by Distortion Discrimination Assisted Multi-Stream Network

Deep Learning Based Just Noticeable Difference and Perceptual Quality Prediction Models for Compressed Video

Reference-free DIBR-synthesized Video Quality Metric in Spatial and Temporal Domains

Generalizable No-Reference Image Quality Assessment via Deep Meta-learning

Quality Assessment of Screen Content Images in Wavelet Domain

Viewport-based Omnidirectional Video Quality Assessment: Database, Modeling and Inference

2021

Subjective Quality Database and Objective Study of Compressed Point Clouds with 6DoF Head-mounted Display

PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-view Projection

MMMNet: An End-to-End Multi-task Deep Convolution Neural Network with Multi-scale and Multi-hierarchy Fusion for Blind Image Quality Assessment

Modeling the Perceptual Quality for Viewport-Adaptive Omnidirectional Video Streaming Considering Dynamic Quality Boundary Artifact

Viewport Perception based Blind Stereoscopic Omnidirectional Image Quality Assessment

Data-Driven Transform Based Compressed Image Quality Assessment

Perceptual Quality Assessment for Asymmetrically Distorted Stereoscopic Video by Temporal Binocular Rivalry

Visual Quality Assessment for Perceptually Encrypted Light Field Images

Pseudo Video and Refocused Images-Based Blind Light Field Image Quality Assessment

A Novel Just-Noticeable-Difference-Based Saliency-Channel Attention Residual Network for Full-Reference Image Quality Predictions

Perceptual Hashing With Visual Content Understanding for Reduced-Reference Screen Content Image Quality Assessment

Action Quality Assessment Using Siamese Network-Based Deep Metric Learning

Blind Omnidirectional Image Quality Assessment With Viewport Oriented Graph Convolutional Networks

A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features

Domain Fingerprints for No-Reference Image Quality Assessment

Image Retargeting Quality Assessment Based on Registration Confidence Measure and Noticeability-Based Pooling

Full-Reference Stereoscopic Video Quality Assessment Using a Motion Sensitive HVS Model

Omnidirectional Video Quality Index Accounting for Judder

2020

Subjective and Objective De-Raining Quality Assessment Towards Authentic Rain Image

PEA265: Perceptual Assessment of Video Compression Artifacts

Perceptual Quality Assessment for Screen Content Images by Spatial Continuity

No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement

No-reference Quality Assessment of Stereoscopic Videos with Inter-frame Cross on a Content-rich Database

Modeling the Perceptual Quality of Viewport Adaptive Omnidirectional Video Streaming

Blind Quality Assessment for Cartoon Images

Deep Virtual Reality Image Quality Assessment With Human Perception Guider for Omnidirectional Image

Unsupervised Blind Image Quality Evaluation via Statistical Measurements of Structure, Naturalness, and Perception

Streaming Video QoE Modeling and Prediction: A Long Short-Term Memory Approach

Statistical and Structural Information Backed Full-Reference Quality Measure of Compressed Sonar Images

Blind Image Quality Assessment Using a Deep Bilinear Convolutional Neural Network

Blind Quality Metric for Contrast-Distorted Images Based on Eigendecomposition of Color Histograms

Top Conference

1. IEEE Conference on Computer Vision and Pattern Recognition

2022

FineDiving: A Fine-grained Dataset for Procedure-aware Action Quality Assessment

Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment

No-Reference Point Cloud Quality Assessment via Domain Adaptation

2021

Rich Features for Perceptual Quality Assessment of UGC Videos

MagFace: A Universal Representation for Face Recognition and Quality Assessment

Patch-VQ: 'Patching Up' the Video Quality Problem

Debiased Subjective Assessment of Real-World Image Enhancement

SDD-FIQA: Unsupervised Face Image Quality Assessment With Similarity Distribution Distance

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection

Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment

Quality-Agnostic Image Recognition via Invertible Decoder

Towards Unified Surgical Skill Assessment

Troubleshooting Blind Image Quality Models in the Wild

2020

Assessing Image Quality Issues for Real-World Problems

Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network

Perceptual Quality Assessment of Smartphone Photography

SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness

MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment

Assessing Eye Aesthetics for Automatic Multi-Reference Eye In-Painting

Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment