TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment

6 August 2023

Chaofeng Chen

Jiadi Mo

Jingwen Hou

Haoning Wu

Liang Liao

Wenxiu Sun

Qiong Yan

Weisi Lin

ArXiv PDF HTML

Papers citing "TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment"

50 / 71 papers shown

Title
Controllable Image Colorization with Instance-aware Texts and Masks Yanru An Ling Gui Qiang Hu Chunlei Cai Tianxiao Ye Xiaoyun Zhang Yanfeng Wang DiffM 24 0 0 13 May 2025
KeySync: A Robust Approach for Leakage-free Lip Synchronization in High Resolution Antoni Bigata Rodrigo Mira Stella Bounareli Michał Stypułkowski Konstantinos Vougioukas Stavros Petridis Maja Pantic 49 0 0 01 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 65 0 0 25 Apr 2025
Scene Perceived Image Perceptual Score (SPIPS): combining global and local perception for image quality assessment Zhiqiang Lao Heather Yu EGVM 42 0 0 24 Apr 2025
Probability Density Geodesics in Image Diffusion Latent Space Qingtao Yu Jaskirat Singh Zhaoyuan Yang Peter Tu Jing Zhang Hongdong Li Richard Hartley Dylan Campbell DiffM 60 0 0 09 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 21 0 0 07 Apr 2025
Charm: The Missing Piece in ViT fine-tuning for Image Aesthetic Assessment Fatemeh Behrad Tinne Tuytelaars Johan Wagemans ViT 30 0 0 03 Apr 2025
TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting Liangbin Xie D. Pakhomov Zhonghao Wang Zongze Wu Ziyan Chen ... Haitian Zheng Zhifei Zhang Zhe Lin Jiantao Zhou Chao Dong 35 0 0 01 Apr 2025
Do image and video quality metrics model low-level human vision? Dounia Hammou Yancheng Cai Pavan Madhusudanarao Christos G. Bampis Rafał K. Mantiuk 48 0 0 20 Mar 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 33 2 0 14 Mar 2025
Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models Hongyang Wei S. Liu C. Yuan L. Zhang 42 0 0 14 Mar 2025
KVQ: Boosting Video Quality Assessment via Saliency-guided Local Perception Yunpeng Qu Kun Yuan Qizhi Xie Ming-Ting Sun Chao Zhou Jian Wang 65 1 0 13 Mar 2025
IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond Peng Hu Chunming He Lei Xu Jingduo Tian Sina Farsiu Y. Zhang Pei Liu Xiu Li 56 0 0 12 Mar 2025
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts Hantao Zhou Rui Yang Longxiang Tang Guanyi Qin Y. Zhang R. Hu Xiu Li 44 0 0 09 Mar 2025
BELE: Blur Equivalent Linearized Estimator Paolo Giannitrapani E. D. D. Claudio G. Jacovitti 36 0 0 01 Mar 2025
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution Vlad Hosu Lorenzo Agnolucci Daisuke Iso Dietmar Saupe 59 0 0 10 Feb 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation J. Li Jiezhang Cao Yong Guo W. J. Li Yulun Zhang DiffM 73 0 0 04 Feb 2025
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization N. Maus Kyurae Kim Yimeng Zeng Haydn Jones Fangping Wan Marcelo Der Torossian Torres Cesar de la Fuente-Nunez J. Gardner 75 0 0 31 Jan 2025
HarmonyIQA: Pioneering Benchmark and Model for Image Harmonization Quality Assessment Zitong Xu Huiyu Duan Guangji Ma Liu Yang Jiarui Wang Qingbo Wu Xiongkuo Min Guangtao Zhai P. Callet 30 1 0 03 Jan 2025
Predicting Satisfied User and Machine Ratio for Compressed Images: A Unified Approach Qi Zhang Shanshe Wang Xinfeng Zhang Siwei Ma Jingshan Pan Wen Gao 21 0 0 23 Dec 2024
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference Wenhao Shen Mingliang Zhou Yu Chen Xuekai Wei Jun Luo Huayan Pu Weijia Jia CML 79 0 0 22 Dec 2024
Image Quality Assessment: Enhancing Perceptual Exploration and Interpretation with Collaborative Feature Refinement and Hausdorff distance Xuekai Wei Junyu Zhang Qinlin Hu Mingliang Zhou\\Yong Feng Weizhi Xian Huayan Pu Sam Kwong 67 0 0 20 Dec 2024
Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models Namhyuk Ahn Kiyoon Yoo Wonhyuk Ahn Daesik Kim Seung-Hun Nam AAML WIGM DiffM 82 0 0 16 Dec 2024
Omni-ID: Holistic Identity Representation Designed for Generative Tasks Guocheng Qian Kuan-Chieh Jackson Wang Or Patashnik Negin Heravi Daniil Ostashev Sergey Tulyakov Daniel Cohen-Or Kfir Aberman 77 4 0 12 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 87 0 0 02 Dec 2024
SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning Z. Chen Juan Wang Wen Wang Sunhan Xu Hang Xiong ... Jian Guo Shuxun Wang C. Yuan Bing Li Weiming Hu VLM 41 1 0 15 Nov 2024
Modification Takes Courage: Seamless Image Stitching via Reference-Driven Inpainting Ziqi Xie Xiao Lai Weidong Zhao Xianhui Liu Wenlong Hou Wenlong Hou 40 0 0 15 Nov 2024
A Modular Conditional Diffusion Framework for Image Reconstruction Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 31 0 0 08 Nov 2024
Face Anonymization Made Simple Han-Wei Kung Tuomas Varanka Sanjay Saha Terence Sim N. Sebe DiffM CVBM PICV 28 3 0 01 Nov 2024
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring Dongwoo Lee J. Park Kyoung Mu Lee 3DGS 36 0 0 31 Oct 2024
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models Yaopei Zeng Yuanpu Cao Bochuan Cao Yurui Chang Jinghui Chen Lu Lin DiffM 29 3 0 28 Oct 2024
AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution Yuanting Fan Chengxu Liu Nengzhong Yin Changlong Gao Xueming Qian 23 3 0 23 Oct 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 21 2 0 15 Oct 2024
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions? Chunyi Li J. Zhang Zicheng Zhang H. Wu Yuan Tian ... Guo Lu Xiaohong Liu Xiongkuo Min Weisi Lin Guangtao Zhai AAML 39 3 0 07 Oct 2024
AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results Ivan Molodetskikh Artem Borisov D. Vatolin Radu Timofte Jianzhao Liu ... Xiongkuo Min Guangtao Zhai Weihua Luo Yupeng Z. Hong Y SupR 48 6 0 05 Oct 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs Qinpeng Cui Yixuan Liu Xinyi Zhang Qiqi Bao Zhongdao Wang Qingmin Liao Li Wang Tian Lu Emad Barsoum 30 4 0 26 Sep 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
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 26 2 0 01 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 29 7 0 21 Aug 2024
SG-JND: Semantic-Guided Just Noticeable Distortion Predictor For Image Compression Linhan Cao Wei Sun Xiongkuo Min Jun Jia Zicheng Zhang ... Yucheng Zhu Lizhou Liu Qiubo Chen Jing Chen Guangtao Zhai 28 2 0 08 Aug 2024
A New Dataset and Framework for Real-World Blurred Images Super-Resolution Rui Qin Ming-hui Sun Chao Zhou Bin Wang SupR 21 1 0 20 Jul 2024
Asynchronous Feedback Network for Perceptual Point Cloud Quality Assessment Yujie Zhang Qi Yang Ziyu Shan Yiling Xu 3DPC 21 0 0 13 Jul 2024
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment Jinsong Shi Pan Gao Xiaojiang Peng Jie Qin 27 1 0 04 Jul 2024
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment Fei Zhou Zhicong Huang Tianhao Gu Guoping Qiu CoGe VLM 51 1 0 14 Jun 2024
CMC-Bench: Towards a New Paradigm of Visual Signal Compression Chunyi Li Xiele Wu H. Wu Donghui Feng Zicheng Zhang Guo Lu Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin VLM 30 5 0 13 Jun 2024
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms Wang Yao Muhammad Ali Farooq Joseph Lemley Peter Corcoran 30 1 0 10 Jun 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 38 18 0 29 May 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing Kai Huang Wei Gao 32 2 0 24 May 2024
Perception- and Fidelity-aware Reduced-Reference Super-Resolution Image Quality Assessment Xinying Lin Xuyang Liu Hong Yang X. He Honggang Chen SupR 32 2 0 15 May 2024
Bridging the Gap Between Saliency Prediction and Image Quality Assessment Kirillov Alexey Andrey Moskalenko D. Vatolin 25 0 0 08 May 2024