Image Quality Assessment

Ask about this topic

Latest papers 168

17 papers in the last four weeks, up 13% on the four weeks before. 0.1% of all new papers.

All topics
CardsList

  1. AstroVLM: Expert Multi-agent Collaborative Reasoning for Astronomical Imaging Quality Diagnosis

    Apr 17, 2026Yaohui Han, Tianshuo Wang, Zixi Zhao +6Vision-Language ModelsVLM Reasoning

    The Chinese University of Hong Kong · Central South University · Huawei Technologies Co., Ltd +1

  2. Learning to Look before Learning to Like: Incorporating Human Visual Cognition into Aesthetic Quality Assessment

    Apr 17, 2026Liwen Yu, Chi Liu, Xiaotong Han +3Image Quality Assessment

    Faculty of Data Science, City University of Macau, Taipa, Macao, China · Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China · School of computer science, Torrens University Australia, Melbourne, Victoria, Australia

  3. Attention-Gated Convolutional Networks for Scanner-Agnostic Quality Assessment

    Apr 16, 2026Chinmay Bakhale, Anil SaoHybrid CNN-Transformer ArchitecturesMedical Image Analysis

    Indian Institute of Technology, Bhilai, India

  4. NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1)

    Apr 14, 2026Guanyi Qin, Jie Liang, Bingbing Zhang +50Image Quality AssessmentVLM Evaluation

  5. Redefining Quality Criteria and Distance-Aware Score Modeling for Image Editing Assessment

    Apr 14, 2026Xinjie Zhang, Qiang Li, Xiaowen Ma +3Image Editing EvaluationImage Quality Assessment

    Northwestern Polytechnical University, China · Shenzhen Research Institute of Northwestern Polytechnical University, China

  6. LoViF 2026 Challenge on Human-oriented Semantic Image Quality Assessment: Methods and Results

    Apr 13, 2026Xin Li, Daoli Xu, Wei Luo +27Image Quality Assessment

  7. Panoptic Pairwise Distortion Graph

    Apr 13, 2026Muhammad Kamran Janjua, Abdul Wahab, Bahador RashidiImage Quality Assessment

    Huawei Technologies, Canada

  8. A Lightweight Global-Target Framework for Multi-Domain No-Reference Image Quality Assessment in UAV Imagery

    Apr 12, 2026Koffi Titus Sergio Aglin, Anthony K. Muchiri, Celestin NkundinezaImage Quality Assessment

    Department of Mechatronic Engineering, Institute for Basic Sciences, Technology and Innovation, Pan African University (PAUSTI), Nairobi 00100, Kenya · Department of Mechatronic Engineering, Jomo Kenyatta University of Agriculture and Technology (JKUAT), Nairobi 00200, Kenya · College of Science and Technology, University of Rwanda, Kigali, Rwanda

  9. Radiology Report Generation for Low-Quality X-Ray Images

    Apr 11, 2026Hongze Zhu, Chen Hu, Jiaxuan Jiang +6Radiology Report GenerationImage Quality Assessment

    Westlake University · Tencent Jarvis Lab

  10. Multi-Granularity Reasoning for Image Quality Assessment via Attribute-Aware Reinforcement Learning to Rank

    Apr 7, 2026Xiangyong Chen, Xiaochuan Lin, Haoran Liu +3Image Quality AssessmentVLM Reasoning

    Henan Polytechnic University

  11. PR-IQA: Partial-Reference Image Quality Assessment for Diffusion-Based Novel View Synthesis

    Apr 6, 2026Inseong Choi, Siwoo Lee, Seung-Hun Nam +1Image Quality AssessmentSparse-View 3D Reconstruction

    Dongguk University · NAVER WEBTOON AI

  12. Banana100: Breaking NR-IQA Metrics by 100 Iterative Image Replications with Nano Banana Pro

    Apr 3, 2026Kenan Tang, Praveen Arunshankar, Andong Hua +2Image EditingImage Editing Evaluation

    University of California, Santa Barbara

  13. ARIQA-3DS: A Stereoscopic Image Quality Assessment Dataset for Realistic Augmented Reality

    Apr 3, 2026Aymen Sekhri, Seyed Ali Amirshahi, Mohamed-Chaker LarabiImage Quality Assessment

    CNRS, Université de Poitiers, XLIM, Poitiers, France · Norwegian University of Science and Technology, Gjøvik, Norway

  14. Gram-MMD: A Texture-Aware Metric for Image Realism Assessment

    Apr 3, 2026Joé Napolitano, Pascal NguyenImage Generation EvaluationImage Quality Assessment

    AMIAD

  15. EvaNet: Towards More Efficient and Consistent Infrared and Visible Image Fusion Assessment

    Apr 3, 2026Chunyang Cheng, Tianyang Xu, Xiao-Jun Wu +4Image Quality AssessmentInfrared-Visible Image Fusion

    C. Cheng and Z. Tang are with the Wuxi School of Medicine and also with the School of Food Science and Technology, Jiangnan University, Wuxi 214122, P.R. China. · T. Xu, X.-J. Wu, T. Zhou and H. Li are with the School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, P.R. China. · Josef Kittler is with the Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford GU2 7XH, U.K.

  16. Automated Quality Assessment of Blind Sweep Obstetric Ultrasound for Improved Diagnosis

    Mar 26, 2026Prasiddha Bhandari, Kanchan Poudel, Nishant Luitel +6Ultrasound ImagingImage Quality Assessment

    Nepal Applied Mathematics and Informatics Institute for research (NAAMII), Nepal · GE HealthCare · Institute of Medicine (IOM), Tribhuvan University, Nepal

  17. Evaluating Vision-Language Models for Image Quality Assessment using Psychophysical Data

    Mar 25, 2026Imran Mehmood, Imad Ali Shah, Ming Ronnier Luo +1Image Quality AssessmentVLM Evaluation

    School of Engineering, University of Galway, Ireland · Lero the Research Ireland Centre for Software, Ireland · State Key Laboratory of Extreme Photonics and Instrumentation, Zhejiang University, Hangzhou, China.

  18. A3^3: Towards Advertising Aesthetic Assessment

    Mar 25, 2026Kaiyuan Ji, Yixuan Gao, Lu Sun +7Image Quality AssessmentMultimodal Large Language Models

    Shanghai Artificial Intelligence Laboratory · School of Information and Electronic Engineering, East China Normal University · Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University +1

  19. Q-Tacit: Image Quality Assessment via Latent Visual Reasoning

    Mar 23, 2026Yuxuan Jiang, Yixuan Li, Hanwei Zhu +3Image Quality AssessmentLatent Visual Reasoning

    Visual Information Lab, University of Bristol · Nanyang Technological University

  20. ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking

    Mar 21, 2026Kanglong Fan, Tianhe Wu, Wen Wen +6Memory-Augmented VLMsVision-Language Models

    City University of Hong Kong, Hong Kong SAR, China · ByteDance Inc., China

  21. Preference-Guided Debiasing for No-Reference Enhancement Image Quality Assessment

    Mar 20, 2026Shiqi Gao, Kang Fu, Zitong Xu +4Image Quality AssessmentDebiased ML

    Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

  22. One Model, Two Minds: Task-Conditioned Reasoning for Unified Image Quality and Aesthetic Assessment

    Mar 20, 2026Wen Yin, Cencen Liu, Dingrui Liu +3Image Quality AssessmentUnified Multimodal Models

    University of Electronic Science and Technology of China, Chengdu, Sichuan, China · Jiigan Technology, Chengdu, Sichuan, China · Faculty of Information Technology, Monash University, Melbourne, Australia +1

  23. From Concepts to Judgments: Interpretable Image Aesthetic Assessment

    Mar 18, 2026Xiao-Chang Liu, Johan WagemansConcept-Based ExplanationsInterpretable ML

    Research Unit Brain and Cognition, KU Leuven Leuven, Belgium

  24. EvoIQA - Explaining Image Distortions with Evolved White-Box Logic

    Mar 16, 2026Ruchika Gupta, Illya Bakurov, Nathan Haut +1Image Quality AssessmentSymbolic Regression

    Michigan State University

  25. RL-ScanIQA: Reinforcement-Learned Scanpaths for Blind 360°Image Quality Assessment

    Mar 15, 2026Yujia Wang, Yuyan Li, Jiuming Liu +3Image Quality Assessment

    Victoria University of Wellington · The Hong Kong University of Science and Technology (Guangzhou) · University of Cambridge +1

  26. SHAMISA: SHAped Modeling of Implicit Structural Associations for Self-supervised No-Reference Image Quality Assessment

    Mar 14, 2026Mahdi Naseri, Zhou WangImage Quality AssessmentSelf-Supervised Learning

    Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada

  27. Reference-Free Image Quality Assessment for Virtual Try-On via Human Feedback

    Mar 13, 2026Yuki Hirakawa, Takashi Wada, Ryotaro Shimizu +6Virtual Try-OnHuman-in-the-Loop Evaluation

    ZOZO Research · ZOZO Inc. · Keio University

  28. R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment

    Mar 11, 2026Zhuangzi Li, Jian Jin, Shilv Cai +1Image Quality AssessmentVision-Language Models

    College of Computing and Data Science, Nanyang Technological University, Singapore

  29. Exploring Deep Learning and Ultra-Widefield Imaging for Diabetic Retinopathy and Macular Edema

    Mar 9, 2026Pablo Jimenez-Lizcano, Sergio Romero-Tapiador, Ruben Tolosana +4Diabetic Retinopathy GradingFundus Imaging

    BiometricsAI, Universidad Autónoma de Madrid, Madrid, Spain · Department of Mathematics, Universidad de Las Palmas de Gran Canaria, Spain · HCTLab Research Group, Universidad Autónoma de Madrid, Madrid, Spain

  30. Evaluating Generative Models via One-Dimensional Code Distributions

    Mar 9, 2026Zexi Jia, Pengcheng Luo, Yijia Zhong +2Image Quality AssessmentImage Generation Evaluation

    WeChat AI, Tencent Inc., China · School of Intelligence Science and Technology, Peking University · College of Computer Science and Artificial Intelligence, Fudan University