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2004.05508
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MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment
Computer Vision and Pattern Recognition (CVPR), 2020
11 April 2020
Hancheng Zhu
Leida Li
Jinjian Wu
Weiming Dong
Guangming Shi
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Papers citing
"MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment"
50 / 123 papers shown
Residual Diffusion Bridge Model for Image Restoration
H. Wang
Jing Zhang
Haoyang Chen
Haonan Guo
Di Wang
Jiayi Ma
Bo Du
338
4
0
27 Oct 2025
Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
Shijie Zhao
X. Zhang
Weiqi Li
Junlin Li
Li Zhang
Tianfan Xue
Jian Zhang
327
7
0
13 Oct 2025
AgenticIQA: An Agentic Framework for Adaptive and Interpretable Image Quality Assessment
Hanwei Zhu
Yu Tian
Keyan Ding
Siyi Pan
Bolin Chen
Shiqi Wang
Weisi Lin
205
3
0
30 Sep 2025
No-Reference Image Contrast Assessment with Customized EfficientNet-B0
Javad Hassannataj Joloudari
Bita Mesbahzadeh
Omid Zare
Emrah Arslan
R. Alizadehsani
H. Moosaei
235
0
0
26 Sep 2025
Revisiting Vision Language Foundations for No-Reference Image Quality Assessment
Ankit Yadav
Ta Duc Huy
Lingqiao Liu
VLM
202
0
0
22 Sep 2025
DPC-QA Net: A No-Reference Dual-Stream Perceptual and Cellular Quality Assessment Network for Histopathology Images
Qijun Yang
Boyang Wang
Hujun Yin
92
0
0
19 Sep 2025
Perception-oriented Bidirectional Attention Network for Image Super-resolution Quality Assessment
Yixiao Li
Xiaoyuan Yang
Guanghui Yue
Jun Fu
Qiuping Jiang
X. Jia
Haotao Liu
Hantao Liu
Wei Zhou
SupR
242
4
0
08 Sep 2025
MDIQA: Unified Image Quality Assessment for Multi-dimensional Evaluation and Restoration
Shunyu Yao
Ming-Yu Liu
Zhilu Zhang
Zhaolin Wan
Zhilong Ji
Jinfeng Bai
W. Zuo
137
2
0
23 Aug 2025
HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment
Vaishnav Ramesh
Haining Wang
Md Jahidul Islam
201
1
0
20 Aug 2025
Annotation-Free Human Sketch Quality Assessment
International Journal of Computer Vision (IJCV), 2024
Lan Yang
Kaiyue Pang
Honggang Zhang
Yi-Zhe Song
257
2
0
28 Jul 2025
Visual-Language Model Knowledge Distillation Method for Image Quality Assessment
Yongkang Hou
Jiarun Song
VLM
290
0
0
21 Jul 2025
MetaQAP - A Meta-Learning Approach for Quality-Aware Pretraining in Image Quality Assessment
Muhammad Azeem Aslam
Gulshan Saleem
Nisar Ahmed
Gulshan Saleem
VLM
221
0
0
19 Jun 2025
DGIQA: Depth-guided Feature Attention and Refinement for Generalizable Image Quality Assessment
Vaishnav Ramesh
Junliang Liu
Haining Wang
Md Jahidul Islam
449
2
0
29 May 2025
Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessment
Journal of Visual Communication and Image Representation (JVCIR), 2025
Ze Chen
Shaode Yu
259
3
0
27 May 2025
Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality
M. A. Kerkouri
Marouane Tliba
Aladine Chetouani
Nour Aburaed
Alessandro Bruno
319
1
0
26 May 2025
MMP-2K: A Benchmark Multi-Labeled Macro Photography Image Quality Assessment Database
International Conference on Information Photonics (ICIP), 2025
Jiashuo Chang
Zhengyi Li
Jianxun Lou
Zhen Qiu
Hanhe Lin
285
0
0
25 May 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
390
4
0
07 Apr 2025
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
Weiqi Li
Xinyu Zhang
Shijie Zhao
Yujiao Shi
Junlin Li
Li Zhang
Jian Zhang
430
81
0
28 Mar 2025
Close-up-GS: Enhancing Close-Up View Synthesis in 3D Gaussian Splatting with Progressive Self-Training
Jiatong Xia
Lingqiao Liu
3DGS
455
3
0
12 Mar 2025
Language-Guided Visual Perception Disentanglement for Image Quality Assessment and Conditional Image Generation
Zhichao Yang
Leida Li
Pengfei Chen
Jinjian Wu
Giuseppe Valenzise
325
5
0
04 Mar 2025
Max360IQ: Blind Omnidirectional Image Quality Assessment with Multi-axis Attention
Pattern Recognition (Pattern Recogn.), 2025
Jiebin Yan
Ziwen Tan
Yuming Fang
Jiale Rao
Yifan Zuo
289
9
0
26 Feb 2025
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Jingtong Yue
Xin Lin
Zijiu Yang
Chao Ren
406
0
0
26 Nov 2024
Versatile Cataract Fundus Image Restoration Model Utilizing Unpaired Cataract and High-quality Images
Scientific Reports (Sci Rep), 2024
Zheng Gong
Zhuo Deng
Weihao Gao
Wenda Zhou
Yuhang Yang
Hanqing Zhao
Zhiyuan Niu
Lei Shao
Wenbin Wei
Lan Ma
248
2
0
19 Nov 2024
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object Detection
Mingjia Li
Hao Zhao
Xiaojie Guo
ObjD
475
3
0
11 Oct 2024
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Shaode Yu
Ze Chen
Zhimu Yang
Jiacheng Gu
Bizu Feng
330
12
0
12 Sep 2024
Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality Assessment
International Conference on Information Photonics (ICIP), 2024
Mohammed Alsaafin
Musab Alsheikh
Saeed Anwar
Muhammad Usman
ViT
221
5
0
11 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
Xue Yang
349
2
0
02 Sep 2024
AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results
Maksim Smirnov
Aleksandr Gushchin
Anastasia Antsiferova
Dmitry Vatolin
Radu Timofte
...
Qi Zheng
Ruoxi Zhu
Min Li
Yibo Fan
Zhengzhong Tu
291
7
0
21 Aug 2024
E
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3
NeRF: Efficient Event-Enhanced Neural Radiance Fields from Blurry Images
Yunshan Qi
Jia Li
Yifan Zhao
Yu Zhang
Lin Zhu
405
5
0
03 Aug 2024
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
401
5
0
02 Aug 2024
Scaling Up Personalized Aesthetic Assessment via Task Vector Customization
Jooyeol Yun
Jaegul Choo
MoMe
281
6
0
09 Jul 2024
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment
Jinsong Shi
Pan Gao
Xiaojiang Peng
Jie Qin
207
6
0
04 Jul 2024
Contrastive Local Manifold Learning for No-Reference Image Quality Assessment
Zihao Huang
Wensheng Pan
Timin Gao
Sicheng Zhao
Yunhang Shen
Xiawu Zheng
312
2
0
27 Jun 2024
NTIRE 2024 Challenge on Night Photography Rendering
Egor Ershov
Artyom Panshin
Oleg Karasev
Sergey Korchagin
Shepelev Lev
...
Qihua Cheng
Fangpu Zhang
Zhiqiang Xu
Jingyu Yang
Huanjing Yue
312
14
0
18 Jun 2024
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2024
Fei Zhou
Zhicong Huang
Tianhao Gu
Guoping Qiu
CoGe
VLM
489
4
0
14 Jun 2024
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer
Computer Vision and Pattern Recognition (CVPR), 2024
Wei-Ting Chen
Gurunandan Krishnan
Qiang Gao
Sy-Yen Kuo
Sizhuo Ma
Jian Wang
259
24
0
13 Jun 2024
Image and Video Quality Assessment using Prompt-Guided Latent Diffusion Models for Cross-Dataset Generalization
Diptanu De
Shankhanil Mitra
R. Soundararajan
Rajiv Soundararajan
348
5
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
Yutao Li
Xiu Li
R. Hu
Guangtao Zhai
483
16
0
03 Jun 2024
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild
Honghao Fu
Yufei Wang
Wenhan Yang
Alex C. Kot
Bihan Wen
742
14
0
30 May 2024
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
Hanwei Zhu
Haoning Wu
Yixuan Li
Zicheng Zhang
Siyi Pan
Xiangjie Sui
Yuming Fang
Guangtao Zhai
Weisi Lin
Shiqi Wang
331
75
0
29 May 2024
EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images
Wangbo Yu
Chaoran Feng
Jiye Tang
Xu Jia
Li-ming Yuan
Yonghong Tian
351
58
0
29 May 2024
Enhancing Descriptive Image Quality Assessment with A Large-scale Multi-modal Dataset
IEEE Transactions on Image Processing (TIP), 2024
Zhiyuan You
Jinjin Gu
Zheyuan Li
Xin Cai
Kaiwen Zhu
Chao Dong
Tianfan Xue
EGVM
578
38
0
29 May 2024
Learning A Spiking Neural Network for Efficient Image Deraining
International Joint Conference on Artificial Intelligence (IJCAI), 2024
Tianyu Song
Guiyue Jin
Pengpeng Li
Kui Jiang
Xiang Chen
Jiyu Jin
322
19
0
10 May 2024
Cross-IQA: Unsupervised Learning for Image Quality Assessment
Zhen Zhang
124
1
0
07 May 2024
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment
Aobo Li
Jinjian Wu
Yongxu Liu
Leida Li
194
22
0
07 May 2024
PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated Images
Jiquan Yuan
Fanyi Yang
Jihe Li
Xinyan Cao
Jinming Che
Jinlong Lin
Xixin Cao
EGVM
244
0
0
29 Apr 2024
Multi-Modal Prompt Learning on Blind Image Quality Assessment
Wensheng Pan
Timin Gao
Yan Zhang
Runze Hu
Xiawu Zheng
...
Chunjiang Ge
Ke Li
Shengchuan Zhang
Liujuan Cao
Rongrong Ji
313
3
0
23 Apr 2024
Adversarial purification for no-reference image-quality metrics: applicability study and new methods
Aleksandr Gushchin
Anna Chistyakova
Vladislav Minashkin
Anastasia Antsiferova
D. Vatolin
295
4
0
10 Apr 2024
VisualCritic: Making LMMs Perceive Visual Quality Like Humans
Zhipeng Huang
Zhizheng Zhang
Yiting Lu
Zheng-Jun Zha
Zhibo Chen
Baining Guo
MLLM
279
17
0
19 Mar 2024
When No-Reference Image Quality Models Meet MAP Estimation in Diffusion Latents
Weixia Zhang
Dingquan Li
Guangtao Zhai
Yunbo Wang
Kede Ma
259
0
0
11 Mar 2024
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