Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild

2 April 2023

Papers citing "Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild"

50 / 51 papers shown

Title
Acquisition of high-quality images for camera calibration in robotics applications via speech prompts Timm Linder Kadir Yilmaz David B. Adrian Bastian Leibe 24 0 0 15 Apr 2025
Content-Distortion High-Order Interaction for Blind Image Quality Assessment Shuai Liu Qingyu Mao Chao Li Jiacong Chen Fanyang Meng Yonghong Tian Yongsheng Liang 26 0 0 07 Apr 2025
Don't Judge Before You CLIP: A Unified Approach for Perceptual Tasks Amit Zalcher Navve Wasserman Roman Beliy Oliver Heinimann Michal Irani VLM 77 0 0 17 Mar 2025
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution Vlad Hosu Lorenzo Agnolucci Daisuke Iso Dietmar Saupe 74 0 0 10 Feb 2025
NVS-SQA: Exploring Self-Supervised Quality Representation Learning for Neurally Synthesized Scenes without References Qiang Qu Yiran Shen Xiaoming Chen Yuk Ying Chung Weidong (Tom) Cai Tongliang Liu AI4TS 48 0 0 11 Jan 2025
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Jingtong Yue Xin Lin Zijiu Yang Chao Ren 88 0 0 26 Nov 2024
AI-Generated Image Quality Assessment Based on Task-Specific Prompt and Multi-Granularity Similarity Jili Xia Lihuo He Fei Gao Kaixuan Zhang Leida Li Xinbo Gao EGVM 75 1 0 25 Nov 2024
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization Ziyu Shan Yujie Zhang Yipeng Liu Yiling Xu 41 0 0 12 Nov 2024
Beyond Correlation: Evaluating Multimedia Quality Models with the Constrained Concordance Index Alessandro Ragano H. B. Martinez Andrew Hines 44 2 0 24 Oct 2024
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object Detection Mingjia Li Hao Zhao Xiaojie Guo ObjD 35 2 0 11 Oct 2024
Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment Kai Liu Ziqing Zhang Wenbo Li Renjing Pei Fenglong Song Xiaohong Liu Linghe Kong Yulun Zhang VLM 36 1 0 03 Oct 2024
AIM 2024 Challenge on UHD Blind Photo Quality Assessment Vlad Hosu Marcos V. Conde Lorenzo Agnolucci Nabajeet Barman Saman Zadtootaghaj Radu Timofte 40 8 0 24 Sep 2024
Revisiting Video Quality Assessment from the Perspective of Generalization Xinli Yue Jianhui Sun Liangchao Yao Fan Xia Yuetang Deng ... Lei Li Fengyun Rao Jing Lv Qian Wang Lingchen Zhao MoMe 32 0 0 23 Sep 2024
Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality Assessment Mohammed Alsaafin Musab Alsheikh Saeed Anwar Muhammad Usman ViT 27 1 0 11 Sep 2024
ExIQA: Explainable Image Quality Assessment Using Distortion Attributes Sepehr Kazemi Ranjbar Emad Fatemizadeh 39 0 0 10 Sep 2024
Boosting CLIP Adaptation for Image Quality Assessment via Meta-Prompt Learning and Gradient Regularization Xudong Li Zihao Huang R. Hu Yan Zhang Liujuan Cao Rongrong Ji VLM 32 0 0 09 Sep 2024
Can Your Generative Model Detect Out-of-Distribution Covariate Shift? Christiaan G. A. Viviers Amaan Valiuddin Francisco Caetano Lemar Abdi Lena Filatova Peter H. N. de With Fons van der Sommen OOD OODD 29 1 0 04 Sep 2024
MobileIQA: Exploiting Mobile-level Diverse Opinion Network For No-Reference Image Quality Assessment Using Knowledge Distillation Zewen Chen Sunhan Xu Yun Zeng Haochen Guo Jian Guo ... Juan Wang Bing Li Weiming Hu Dehua Liu H. Li 47 1 0 02 Sep 2024
Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency Wei Sun Weixia Zhang Yuqin Cao Linhan Cao Jun Jia Zijian Chen Zicheng Zhang Xiongkuo Min Guangtao Zhai 31 2 0 01 Sep 2024
Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment Xuan Xu S. Kapse Prateek Prasanna MedIm 31 2 0 27 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor Huiyu Duan Xiongkuo Min Sijing Wu Wei Shen Guangtao Zhai DiffM 44 8 0 30 Jul 2024
QPT V2: Masked Image Modeling Advances Visual Scoring Qizhi Xie Kun Yuan Yunpeng Qu Mingda Wu Ming-hui Sun Chao Zhou Jihong Zhu 39 3 0 23 Jul 2024
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment Jinsong Shi Pan Gao Xiaojiang Peng Jie Qin 38 1 0 04 Jul 2024
Local Manifold Learning for No-Reference Image Quality Assessment Timin Gao Wensheng Pan Yan Zhang Sicheng Zhao Shengchuan Zhang Xiawu Zheng Ke Li Liujuan Cao Rongrong Ji 33 1 0 27 Jun 2024
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment Fei Zhou Zhicong Huang Tianhao Gu Guoping Qiu CoGe VLM 69 1 0 14 Jun 2024
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer Wei-Ting Chen Gurunandan Krishnan Qiang Gao Sy-Yen Kuo Sizhuo Ma Jian Wang 43 8 0 13 Jun 2024
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models Diptanu De Shankhanil Mitra R. Soundararajan 41 2 0 07 Jun 2024
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment Hantao Zhou Longxiang Tang Rui Yang Guanyi Qin Yan Zhang Runze Hu Xiu Li 34 5 0 03 Jun 2024
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild Honghao Fu Yufei Wang Wenhan Yang Bihan Wen 36 2 0 30 May 2024
Perception- and Fidelity-aware Reduced-Reference Super-Resolution Image Quality Assessment Xinying Lin Xuyang Liu Hong Yang X. He Honggang Chen SupR 40 2 0 15 May 2024
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge Xiaohong Liu Xiongkuo Min Guangtao Zhai Chunyi Li Tengchuan Kou ... Qi Yan Youran Qu Xiaohui Zeng Lele Wang Renjie Liao 55 29 0 25 Apr 2024
Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment Tianwei Zhou Songbai Tan Wei Zhou Yu Luo Yuan-Gen Wang Guanghui Yue EGVM 38 10 0 23 Apr 2024
Joint Quality Assessment and Example-Guided Image Processing by Disentangling Picture Appearance from Content Abhinau K. Venkataramanan Cosmin Stejerean Ioannis Katsavounidis Hassene Tmar A. Bovik DRL 44 1 0 20 Apr 2024
VisualCritic: Making LMMs Perceive Visual Quality Like Humans Zhipeng Huang Zhizheng Zhang Yiting Lu Zheng-Jun Zha Zhibo Chen Baining Guo MLLM 49 12 0 19 Mar 2024
Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment Ziyu Shan Yujie Zhang Qi Yang Haichen Yang Yiling Xu Jenq-Neng Hwang Xiaozhong Xu Shan Liu 3DPC 28 10 0 15 Mar 2024
Pairwise Comparisons Are All You Need Nicolas Chahine Sira Ferradans Jean Ponce 36 1 0 13 Mar 2024
When No-Reference Image Quality Models Meet MAP Estimation in Diffusion Latents Weixia Zhang Dingquan Li Guangtao Zhai Xiaokang Yang Kede Ma 38 1 0 11 Mar 2024
PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts Zewen Chen Haina Qin Juan Wang Chunfen Yuan Bing Li Weiming Hu Liang Wang VLM 34 7 0 08 Mar 2024
A Lightweight Parallel Framework for Blind Image Quality Assessment Qunyue Huang Bin Fang 31 0 0 19 Feb 2024
KVQ: Kwai Video Quality Assessment for Short-form Videos Yiting Lu Xin Li Yajing Pei Kun Yuan Qizhi Xie Yunpeng Qu Ming-hui Sun Chao Zhou Zhibo Chen 33 16 0 11 Feb 2024
GMC-IQA: Exploiting Global-correlation and Mean-opinion Consistency for No-reference Image Quality Assessment Zewen Chen Juan Wang Bing Li Chunfen Yuan Weiming Hu Junxian Liu Peng Li Yan Wang Youqun Zhang Congxuan Zhang 27 4 0 19 Jan 2024
Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment Yongxu Liu Yinghui Quan Guoyao Xiao Aobo Li Jinjian Wu 31 10 0 05 Jan 2024
Blind Image Quality Assessment: A Brief Survey Miaohui Wang 24 0 0 27 Dec 2023
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity Xudong Li Timin Gao Runze Hu Yan Zhang Shengchuan Zhang ... Yunhang Shen Ke Li Yutao Liu Pingyang Dai Rongrong Ji AAML 26 2 0 11 Dec 2023
Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment Suhas Srinath Shankhanil Mitra Shika Rao R. Soundararajan OOD 21 5 0 08 Dec 2023
HIDRO-VQA: High Dynamic Range Oracle for Video Quality Assessment Shreshth Saini Avinab Saha A. Bovik 11 4 0 18 Nov 2023
ARNIQA: Learning Distortion Manifold for Image Quality Assessment Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo 34 32 0 20 Oct 2023
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment Kangmin Xu Liang Liao Jing Xiao Chaofeng Chen Haoning Wu Qiong Yan Weisi Lin ViT 13 5 0 23 Aug 2023
MULLER: Multilayer Laplacian Resizer for Vision Zhengzhong Tu P. Milanfar Hossein Talebi 37 3 0 06 Apr 2023
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 168 624 0 12 Aug 2021