Image Quality Assessment

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7 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-21

4 new papers

A weekly snapshot of new work published in Image Quality Assessment.

Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Image Quality Assessment.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Image Quality Assessment.

119 papers

Latest in Image Quality Assessment

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  1. Scientific Image Quality Assessment via Multi-modal Retrieval-Augmented Generation

    Sep 17, 2026Yinuo Zhang, Bingshuo Liu, Zhiying Tu +6Image Quality AssessmentMulti-Source Retrieval-Augmented Generation

  2. Beyond Pixel Similarity: Task-Aware Evaluation of GAN-Based Synthetic Sonar Data for Robotic Perception

    Sep 16, 2026Hannan Ejaz Keen, Muhammad Moazam Fraz, Karsten BernsForward-Looking SonarSynthetic Image Detection

  3. Bridging the Perceptual Gap: Residual-Enhanced Downscaling and Manifold-Aware Perception Alignment Adaptation for NR-IQA

    Sep 15, 2026Yu Li, Zhengran Shen, Yachun Mi +2Image Quality AssessmentCross-Modal Alignment

  4. Automated Perceptually-Motivated Assessment of Photographic Consistency in Paired Clinical Photographs: Pipeline Development and Internal Evaluation

    Sep 14, 2026Derrick Lin, Samantha Rabinovich, Joclin Rabinovich +5Image Quality AssessmentInter-Rater Variability

  5. Cross-Model Agreement as a Deployment-Time Reliability Signal for Automatic Polyp Segmentation

    Sep 9, 2026Siddharth Gupta, Jitin SinglaPolyp SegmentationAuc-Roc

  6. From Glance to Scrutiny: Progressive Distortion Reasoning for Fine-Grained Image Quality Assessment

    Sep 8, 2026Aoting Zhang, Mingze Gao, Dongbao Yang +5Image Quality AssessmentFine-Grained Perception

  7. Low-Quality Face Recognition using Center Aligned Representations and Local Margin Constraints

    Sep 1, 2026Vedat Can Dilaver, Benjamin S. RigganFacial RecognitionImage Quality Assessment

  8. Unsupervised Anomaly Detection for Image Dataset Quality Assurance in Multi-Center Breast MRI

    Aug 17, 2026Chiara Tappermann, Steffen Renisch, Lars Ole Schwen +3Anomaly DetectionDetection Performance

  9. IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages

    Aug 17, 2026Diptesh Kanojia, Archchana Sindhujan, Sourabh Deoghare +14EnglishImage Quality Assessment

  10. Reconstructing Historical Manuscripts through MSI: The Potential of Contrast in Assessing Image Quality and Legibility

    Aug 13, 2026Anna BregerImage Quality AssessmentReconstruction Quality

  11. Visual Distortion Detection in UGC Images Using Large Multimodal Models

    Aug 10, 2026Ziheng Jia, Yingji Liang, Jiaying Qian +1Synthetic Image DetectionDistortion

  12. GeoAI-based post-segmentation quality validation of building footprints via spatial feature engineering

    Aug 10, 2026Shah Imran Ahsan Chowdhury, Kazi Jihadur Rashid, Rajsree Das Tuli +2ContoursBuilding Information Modeling

  13. An Agentic AI Framework Overcomes Fundamental Limitations of Large Language Models for Glaucoma Detection from Fundus Photography

    Aug 7, 2026Jalil Jalili, Hossein Taghizad, Anuwat Jiravarnsirikul +8OphthalmologyFundus Images

  14. SciQNet: Two-Stage Multimodal Adaptation for Scientific Image Quality Assessment

    Aug 6, 2026Yin-Loon Khor, Yi-Jie Wong, Jing Jie Tan +1Image Quality AssessmentMultimodal Evaluation

  15. InvFlowFD: Reference-Free and Background-Set-Free Perceptual Music Quality Metric with Flow Matching Inversion

    Aug 4, 2026Alon Ziv, Harel Pogoda, Yossi AdiMusic GenerationPerceptual Quality

  16. 3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment

    Aug 4, 2026Yuke Xing, Jiarui Wang, William Gordon +33D Gaussian SplatsReal3D-Ad Datasets

  17. Estimating SSIM from MSE for DCT-Based Compressed Images

    Aug 3, 2026Luc Trudeau, Maria G. MartiniLearned Image CompressionImage Quality Assessment

  18. Learning Where to Look and How to Judge: Resolution-agnostic Image Quality Assessment with Quality-aware Saliency

    Aug 3, 2026Hakan Emre Gedik, Shashank Gupta, Alan BovikImage Quality AssessmentSaliency

  19. Ranking Infrared-Visible Fusion the Way Humans Do: A Learned Pairwise Preference Measure

    Aug 2, 2026Haoran Liu, Mingzhe Liu, Peng Li +1Visible Image FusionInfrared-Visible Image Fusion

  20. CBCT-IQ: A Publicly Available Annotated Cone-Beam CT Dataset for Image Quality Assessment and Benchmarking

    Jul 31, 2026Sepideh Hatamikia, Anna Breger, Clemens Karner +14Cone-Beam Computed TomographyComputed Tomography Dataset

  21. DODA: A Database of Datasets for Aesthetics Research

    Jul 30, 2026Lisa Koßmann, Ralf Bartho, Christoph Redies +1AestheticsLarge Image Datasets

  22. BlindPSNR: A No-Reference Fidelity Predictor for Low-Light Image Enhancement

    Jul 30, 2026Mingzhe Lyu, Jinqiang Cui, Hong ZhangLow-Light Image EnhancementImage Quality Assessment

  23. SciFigQual-Bench: A Benchmark for Scientific Figure Quality Assessment with Full-Manuscript Context

    Jul 29, 2026Zihan Deng, Chuanzhi Xu, Huiqi Liang +3Image Quality AssessmentScientific Discovery

  24. SciFigAlign: Scoring Scientific Figures by Fine-tuned Alignment of Visuals with Manuscript Evidence

    Jul 29, 2026Chuanzhi Xu, Zihan Deng, Huiqi Liang +4Peer ReviewImage Quality Assessment

  25. Rethinking Clinical Relevance in Chest X-ray Machine Learning: How Evaluation References Define Performance

    Jul 28, 2026Panagiotis Fytas, Ian Selby, Clemens Karner +14Chest X-RayClinical

  26. Image Quality Dependent Degradation for AI Systems

    Jul 28, 2026Yannick Kees, Elena Hoemann, Frank Köster +1Image Quality AssessmentLow-Quality Data

  27. Diff-ID: Identity Consistent Facial Image Generation and Morphing via Diffusion Models

    Jul 27, 2026Taimoor Rizwan, Sara Atito, Muhammad Awais +2Identity-Conditioned Latent Diffusion ModelsIdentity

  28. A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines

    Jul 25, 2026Yujin Cho, Sira Ferradans, Jean-Michel Morel +2Image Quality AssessmentImage Processing

  29. JPEG AIC2026: A large-scale dataset for fine-grained assessment of image coding

    Jul 24, 2026Mohsen Jenadeleh, Jon Sneyers, João Ascenso +8Learned Image CompressionImage Quality Assessment

  30. Beyond Error-vs-Discard Characteristic: Toward Stable and Reliable Evaluation for Face Image Quality Assessment

    Jul 23, 2026Bhavesh Wani, Žiga Babnik, Vitomir Štruc +1Image Quality AssessmentEvaluation Metrics

  31. Ocular Verification for Virtual Reality

    Jul 22, 2026Husanpreet Singh, Robert Tran, Ayushree Kharel +1VrVirtual Reality

  32. Factor-Informed Uncertainty Distillation for Gaze Estimation

    Jul 22, 2026Mohammadreza Jamalifard, Yaxiong Lei, Javier Fumanal Idocin +3Gaze Target EstimationGaze

  33. IQA-T1: Tool-based Visual Evidence Reasoning for Image Quality Assessment

    Jul 14, 2026Jinjian Wu, Jiaqi Tang, Wei Wei +5Image Quality AssessmentVisual Evidence

  34. Filtering-out poor-quality images for data preparation

    Jul 14, 2026Roopdeep Kaur, Gour Karmakar, Muhammad ImranImage Quality AssessmentConvolutional Neural Networks

  35. Improving Sample Diversity in Autoregressive Text-to-Image Generation via Cluster Truncation

    Jul 12, 2026Trang Nguyen, Shuang Wu, Runyan Tan +1Autoregressive Image GenerationText-To-Image

  36. Enhancing the KidSat Model: Integrating Geographical Encoding and Data Quality Assessment for Childhood Poverty Prediction

    Jul 9, 2026Hou Hin Ip, Ka Nam Lam, Joshua Man Yu Ng +4Satellite ImageryImage Quality Assessment

  37. Patch Knowledge Transfer for Efficient AI-Generated Image Quality Assessment

    Jul 6, 2026Jiquan YuanImage Quality AssessmentLarge-Scale Image Generation

  38. Learning Flexible Generalization in Video Quality Assessment by Bringing Device and Viewing Condition Distributions

    Jul 6, 2026Nikolay Safonov, Dmitriy S. VatolinVideo QualityPerceptual Quality

  39. Towards Standardized Light Field Quality Assessment: Hybrid Subjective Benchmarking and Objective Metric Evaluation

    Jul 3, 2026Saeed Mahmoudpour, Mylene C. Q. Farias, Gi-Mun Um +6Image Quality AssessmentMultimodal Evaluation

  40. EquiSteer: Cross-Attention Steering Towards a Fairer Text-Guided Image Generation

    Jul 1, 2026Tatiana Gaintseva, Akshit Achara, Gregory Slabaugh +2Text-To-Image Diffusion ModelsVideo-Text Alignment

  41. DroneIQA-VLE: Multi-Task Drone Image Quality Assessment via Vision-Language Ensemble

    Jul 1, 2026Wei Sun, Weixia Zhang, Hongjian Zhan +3Aerial DatasetImage Quality Assessment

  42. PrISM-IQA: Image Quality Assessment Made Practical for Smartphone Photography

    Jun 30, 2026Shuyan Zhai, Jiaqi He, Weixia Zhang +4Image Quality AssessmentSmartphone Photographs

  43. Quality-Aware Modulation for Diffusion Transformers

    Jun 29, 2026Luke Budny, Yuhong Guo, Kevin CheungMultimodal Diffusion TransformersText-To-Image Diffusion Models

  44. MR-IQA: A Unified Margin View of Regression and Ranking for Blind Image Quality Assessment

    Jun 29, 2026Yuan Li, Youyuan Lin, Zitang Sun +4Image Quality AssessmentRanking

  45. LEIQ-Assessor: Multi-dimensional Quality Assessment of Low-light Enhanced Images via Multi-task Learning

    Jun 29, 2026Wei Sun, Yanwei Jiang, Dandan Zhu +4Low-Light Image EnhancementImage Quality Assessment

  46. Spatially Localized Image Degradation Embeddings for Image Quality Assessment

    Jun 28, 2026Krishna Srikar Durbha, Hassene Tmar, Ping-Hao Wu +2Image Quality AssessmentVisual Embeddings

  47. BLUE: A Stale-Pixel Optical-Flow Compositor for Entropy-Efficient Surveillance Video Encoding

    Jun 27, 2026Shubham Baid, Akash James, Sahil Chachra +2Neural Video CodecsVideo Coding

  48. FBK's Long-form SpeechLLMs for IWSLT 2026 Instruction Following

    Jun 25, 2026Zhihang Xie, Marco Gaido, Sara Papi +2Speech-LlmsInstruction

  49. FunPiQ: A New Benchmark for Pixel-Level Quality Assessment in Fundus Images

    Jun 24, 2026Pengwei Wang, José Morano, Virginia Mares +1Fundus ImagesImage Quality Assessment

  50. Edges Before Embeddings: A Confidence-Aware Blur Gate for Vision-Language Pipelines

    Jun 24, 2026Duy Tran ThanhMotion BlurImage Quality Assessment

  51. EFIQA: Explainable Fundus Image Quality Assessment via Anatomical Priors

    Jun 18, 2026Pengwei Wang, José Morano, Qian Wan +1Fundus ImagesImage Quality Assessment

  52. Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-shot Biparametric MRI Quality Assessment via Distortion-trained Prototypical Networks

    Jun 17, 2026Yucheng Tang, Alexander Ng, Wen Yan +11Image Quality AssessmentMagnetic Resonance Imaging

  53. Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction

    Jun 17, 2026YuCheng Tang, Wen Yan, Alexander Ng +13DistortionImage Quality Assessment

  54. Decoupling Semantics from Distortions: Multi-Scale Two-Stream Vision-Language Alignment for AI-Generated Image Quality Assessment

    Jun 15, 2026Zijie MengVision-Language AlignmentImage Quality Assessment

  55. Tool-IQA: Augmenting Image Quality Assessment with Simple Tools

    Jun 15, 2026Guanyi Qin, Junjie Zhang, Chunming He +4Image Quality AssessmentImage Enhancement

  56. An Extensive Benchmark for Single-round and Multi-round Instruction-based Image Editing

    Jun 14, 2026Yiwei Ma, Ke Ye, Weihuang Lin +4Image EditingEvaluation Benchmarks

  57. Image Quality Assessment of Identity Cards Using Measures from Open Face Image Quality

    Jun 10, 2026Gregor Grote, Juan E. Tapia, Christian RathgebImage Quality AssessmentFacial Recognition

  58. ClinReadNet: A clinical reading-inspired network for low-dose abdominal CT image quality assessment

    Jun 9, 2026Xianye Xiao, Yulong Zou, Yujie Luo +6Low-Dose Computed TomographyImage Quality Assessment

  59. Maximum Matching Accuracy: An Instance Segmentation Evaluation Metric Utilizing Globally Optimal Matching

    Jun 8, 2026Kaden Stillwagon, Alexandra D. VandeLoo, Craig R. ForestSharp Boundary DelineationMultiple Instance Learning

  60. A Finetuned SpeechLLM for Joint Multi-Granular L2 Assessment and Natural-Language Rationales

    Jun 8, 2026Aditya Kamlesh Parikh, Cristian Tejedor-Garcia, Catia Cucchiarini +1Speech Large Language ModelsRationales