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

11 April 2020

Papers citing "MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment"

32 / 32 papers shown

Title
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
Max360IQ: Blind Omnidirectional Image Quality Assessment with Multi-axis Attention Jiebin Yan Ziwen Tan Yuming Fang Jiale Rao Yifan Zuo 50 1 0 26 Feb 2025
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics Alexander Gushchin Khaled Abud Georgii Bychkov E. Shumitskaya Anna Chistyakova Sergey Lavrushkin Bader Rasheed Kirill Malyshev D. Vatolin Anastasia Antsiferova AAML 46 2 0 02 Aug 2024
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare Hanwei Zhu Haoning Wu Yixuan Li Zicheng Zhang Baoliang Chen Lingyu Zhu Yuming Fang Guangtao Zhai Weisi Lin Shiqi Wang 40 18 0 29 May 2024
Adversarial purification for no-reference image-quality metrics: applicability study and new methods Aleksandr Gushchin Anna Chistyakova Vladislav Minashkin Anastasia Antsiferova D. Vatolin 39 2 0 10 Apr 2024
Learning with Noisy Low-Cost MOS for Image Quality Assessment via Dual-Bias Calibration Lei Wang Qingbo Wu Desen Yuan K. Ngan Hongliang Li Fanman Meng Linfeng Xu 18 5 0 27 Nov 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 49 112 0 06 Aug 2023
Test Time Adaptation for Blind Image Quality Assessment Subhadeep Roy Shankhanil Mitra Soma Biswas R. Soundararajan VLM OOD 40 17 0 27 Jul 2023
Blind Image Quality Assessment via Transformer Predicted Error Map and Perceptual Quality Token Jinsong Shi Pan Gao A. Smolic ViT 18 10 0 16 May 2023
Data-Efficient Image Quality Assessment with Attention-Panel Decoder Guanyi Qin R. Hu Yutao Liu Xiawu Zheng Haotian Liu Xiu Li Yan Zhang ViT 21 60 0 11 Apr 2023
Test your samples jointly: Pseudo-reference for image quality evaluation Marcelin Tworski Stéphane Lathuilière 20 0 0 07 Apr 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 27 170 0 27 Mar 2023
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement Baoliang Chen Lingyu Zhu Hanwei Zhu Wenhan Yang Linqi Song Shiqi Wang 40 6 0 22 Feb 2023
PMT-IQA: Progressive Multi-task Learning for Blind Image Quality Assessment Qingyi Pan Ning Guo L. Qingge Jingyi Zhang Pei Yang 15 2 0 03 Jan 2023
KonX: Cross-Resolution Image Quality Assessment Oliver Wiedemann Vlad Hosu Shaolin Su Dietmar Saupe 35 10 0 12 Dec 2022
Photo Rater: Photographs Auto-Selector with Deep Learning Wentao Guo Charlie F. Ruan Claire Zhou 14 0 0 26 Nov 2022
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment Baoliang Chen Hanwei Zhu Lingyu Zhu Shiqi Wang Sam Kwong 29 4 0 12 Sep 2022
REQA: Coarse-to-fine Assessment of Image Quality to Alleviate the Range Effect Bingheng Li Fushuo Huo 18 10 0 05 Sep 2022
Image Quality Assessment: Learning to Rank Image Distortion Level Shira Faigenbaum-Golovin O. Shimshi 16 1 0 04 Aug 2022
Source-free Unsupervised Domain Adaptation for Blind Image Quality Assessment Jianzhao Liu Xin Li Shukun An Zhibo Chen 18 13 0 17 Jul 2022
A Quality Index Metric and Method for Online Self-Assessment of Autonomous Vehicles Sensory Perception Ce Zhang A. Eskandarian 21 8 0 04 Mar 2022
Can No-reference features help in Full-reference image quality estimation? Saikat Dutta Sourya Dipta Das Nisarg A. Shah 21 2 0 02 Mar 2022
The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement Danni Huang Lingyu Zhu Hanwei Zhu Wenhan Yang Fangbo Lu Baoliang Chen 51 2 0 20 Feb 2022
Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model V. Kannan Sameer Malik R. Soundararajan OffRL 16 3 0 04 Feb 2022
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking Chunhui Zhang Guanjie Huang Li Liu Shan Huang Yinan Yang Xiang Wan Shiming Ge Dacheng Tao 33 23 0 19 Jan 2022
Learning Transformer Features for Image Quality Assessment Chao Zeng Sam Kwong ViT 17 3 0 01 Dec 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 165 624 0 12 Aug 2021
Task-Specific Normalization for Continual Learning of Blind Image Quality Models Weixia Zhang Kede Ma Guangtao Zhai Xiaokang Yang VLM 26 24 0 28 Jul 2021
Troubleshooting Blind Image Quality Models in the Wild Zhihua Wang Haotao Wang Tianlong Chen Zhangyang Wang Kede Ma 13 19 0 14 May 2021
Continual Learning for Blind Image Quality Assessment Weixia Zhang Dingquan Li Chao Ma Guangtao Zhai Xiaokang Yang Kede Ma VLM 17 86 0 19 Feb 2021
Critical analysis on the reproducibility of visual quality assessment using deep features Franz Götz-Hahn Vlad Hosu Dietmar Saupe 29 9 0 10 Sep 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,681 0 09 Mar 2017