Image Quality Assessment using Contrastive Learning

25 October 2021

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Papers citing "Image Quality Assessment using Contrastive Learning"

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Title
PhyDAE: Physics-Guided Degradation-Adaptive Experts for All-in-One Remote Sensing Image Restoration Zhe Dong Yuzhe Sun Haochen Jiang Tianzhu Liu Yanfeng Gu 20 0 0 09 Oct 2025
Latent Diffusion Unlearning: Protecting Against Unauthorized Personalization Through Trajectory Shifted Perturbations Naresh Kumar Devulapally S. Agarwal Tejas Gokhale Vishnu Suresh Lokhande DiffM AAML 332 0 0 03 Oct 2025
Revisiting Vision Language Foundations for No-Reference Image Quality Assessment Ankit Yadav Ta Duc Huy Lingqiao Liu VLM 43 0 0 22 Sep 2025
Parameter-Efficient Adaptation of mPLUG-Owl2 via Pixel-Level Visual Prompts for NR-IQA Yahya Benmahane Mohammed El Hassouni VLM 54 0 0 03 Sep 2025
HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Vaishnav Ramesh Haining Wang Md Jahidul Islam 44 1 0 20 Aug 2025
Sea-Undistort: A Dataset for Through-Water Image Restoration in High Resolution Airborne Bathymetric MappingIEEE Geoscience and Remote Sensing Letters (GRSL), 2025 Maximilian Kromer P. Agrafiotis Tim Siebert 32 0 0 11 Aug 2025
AI-Generated Video Detection via Perceptual Straightening Christian Internò Robert Geirhos Markus Olhofer Sunny Liu Barbara Hammer David Klindt 122 1 0 01 Jul 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 120 1 0 07 Apr 2025
Omnidirectional Image Quality Captioning: A Large-scale Database and A New ModelIEEE Transactions on Image Processing (IEEE TIP), 2025 Jiebin Yan Ziwen Tan Yuming Fang Junjie Chen Wenhui Jiang Zhou Wang 449 3 0 24 Feb 2025
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution Vlad Hosu Lorenzo Agnolucci Daisuke Iso Dietmar Saupe 258 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 170 0 0 11 Jan 2025
BVI-UGC: A Video Quality Database for User-Generated Content Transcoding Zihao Qi Chen Feng Fan Zhang Xiaozhong Xu Shan Liu David Bull 169 0 0 13 Aug 2024
Contrastive Local Manifold Learning for No-Reference Image Quality Assessment Zihao Huang Wensheng Pan Timin Gao Sicheng Zhao Yunhang Shen Xiawu Zheng 126 2 0 27 Jun 2024
Vision Language Modeling of Content, Distortion and Appearance for Image Quality AssessmentIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2024 Fei Zhou Zhicong Huang Tianhao Gu Guoping Qiu CoGe VLM 205 2 0 14 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 236 11 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 294 7 0 30 May 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 245 2 0 20 Apr 2024
QUASAR: QUality and Aesthetics Scoring with Advanced RepresentationsIEEE Access (IEEE Access), 2024 Sergey Kastryulin Denis Prokopenko Artem Babenko Dmitry V. Dylov 131 0 0 11 Mar 2024
Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces Evangelos Skartados M. K. Yucel Bruno Manganelli Anastasios Drosou Albert Saà-Garriga 142 6 0 07 Mar 2024
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity Xudong Li Timin Gao R. Hu Yan Zhang Shengchuan Zhang ... Chunjiang Ge Ke Li Yutao Liu Pingyang Dai Rongrong Ji AAML 239 7 0 11 Dec 2023
You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment Yi Ke Yun Weisi Lin 117 4 0 14 Oct 2023
Show Me the World in My Language: Establishing the First Baseline for Scene-Text to Scene-Text TranslationInternational Conference on Pattern Recognition (ICPR), 2023 Shreyas Vaidya Onkar Susladkar Prajwal Gatti Anand Mishra DiffM 148 4 0 06 Aug 2023
Test your samples jointly: Pseudo-reference for image quality evaluationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Marcelin Tworski Stéphane Lathuilière 89 0 0 07 Apr 2023
Re-IQA: Unsupervised Learning for Image Quality Assessment in the WildComputer Vision and Pattern Recognition (CVPR), 2023 Avinab Saha Sandeep Mishra A. Bovik 186 118 0 02 Apr 2023
Blind Multimodal Quality Assessment of Low-light ImagesInternational Journal of Computer Vision (IJCV), 2023 Miaohui Wang Zhuowei Xu Mai Xu Weisi Lin 130 4 0 18 Mar 2023
PMT-IQA: Progressive Multi-task Learning for Blind Image Quality AssessmentPacific Rim International Conference on Artificial Intelligence (PRICAI), 2023 Qingyi Pan Ning Guo L. Qingge Jingyi Zhang Pei Yang 79 5 0 03 Jan 2023
A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images Hongwei Bran Li Chinmay Prabhakar Antonio Terpin Johannes C. Paetzold Tamaz Amiranashvili Jianguo Zhang Daniel Rueckert Juan Eugenio Iglesias Benedikt Wiestler Bjoern Menze OOD SSL 103 3 0 03 Dec 2022
HVS Revisited: A Comprehensive Video Quality Assessment Framework Ao Zhang Yuan-Gen Wang Weixuan Tang Leida Li Sam Kwong 201 8 0 09 Oct 2022
BVI-VFI: A Video Quality Database for Video Frame InterpolationIEEE Transactions on Image Processing (IEEE TIP), 2022 Duolikun Danier Fan Zhang David Bull 161 10 0 03 Oct 2022
Telepresence Video Quality AssessmentEuropean Conference on Computer Vision (ECCV), 2022 Zhenqiang Ying Deepti Ghadiyaram A. Bovik 105 7 0 20 Jul 2022
FloLPIPS: A Bespoke Video Quality Metric for Frame InterpoationPicture Coding Symposium (PCS), 2022 Duolikun Danier Fan Zhang David Bull 164 23 0 17 Jul 2022
CONVIQT: Contrastive Video Quality EstimatorIEEE Transactions on Image Processing (IEEE TIP), 2022 Pavan C. Madhusudana Neil Birkbeck Yilin Wang Balu Adsumilli A. Bovik 138 25 0 29 Jun 2022
Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised ModelIEEE Access (IEEE Access), 2022 V. Kannan Sameer Malik R. Soundararajan OffRL 104 2 0 04 Feb 2022
Degraded Reference Image Quality AssessmentIEEE Transactions on Image Processing (TIP), 2021 Shahrukh Athar Zhou Wang 93 16 0 28 Oct 2021
Task-Specific Normalization for Continual Learning of Blind Image Quality ModelsIEEE Transactions on Image Processing (TIP), 2021 Weixia Zhang Kede Ma Guangtao Zhai Xiaokang Yang VLM 129 27 0 28 Jul 2021
Image restoration quality assessment based on regional differential information entropyEntropy (Entropy), 2021 Zhiyu Wang J. Zhuang N. Xu Sichao Ye Jiangjian Xiao Chengbin Peng 81 10 0 08 Jul 2021