KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment

14 October 2019

Papers citing "KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment"

50 / 221 papers shown

Title
JNDMix: JND-Based Data Augmentation for No-reference Image Quality Assessment Jiamu Sheng Jiayuan Fan Peng Ye Jianjian Cao 12 2 0 20 Feb 2023
Half of an image is enough for quality assessment Junyong You Yuan Lin J. Korhonen 34 2 0 30 Jan 2023
Apples and Oranges? Assessing Image Quality over Content Recognition Junyong You Zheng-Wei Zhang 37 0 0 22 Jan 2023
KonX: Cross-Resolution Image Quality Assessment Oliver Wiedemann Vlad Hosu Shaolin Su Dietmar Saupe 41 10 0 12 Dec 2022
Video compression dataset and benchmark of learning-based video-quality metrics Anastasia Antsiferova Sergey Lavrushkin Maksim Smirnov Alexander Gushchin D. Vatolin D. Kulikov 25 30 0 22 Nov 2022
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives Haoning Wu Erli Zhang Liang Liao Chaofeng Chen Jingwen Hou Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 31 146 0 09 Nov 2022
Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics E. Shumitskaya Anastasia Antsiferova D. Vatolin 33 16 0 01 Nov 2022
Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment Haoning Wu Chaofeng Chen Liang Liao Jingwen Hou Wenxiu Sun Qiong Yan Liang Feng Weisi Lin 61 44 0 11 Oct 2022
DCVQE: A Hierarchical Transformer for Video Quality Assessment Zu-Hua Li Lei Yang ViT 37 2 0 10 Oct 2022
HVS Revisited: A Comprehensive Video Quality Assessment Framework Ao Zhang Yuan-Gen Wang Weixuan Tang Leida Li Sam Kwong 59 7 0 09 Oct 2022
Fairness in generative modeling M. Zameshina O. Teytaud F. Teytaud Vlad Hosu N. Carraz Laurent Najman Markus Wagner SyDa 28 2 0 06 Oct 2022
Green Learning: Introduction, Examples and Outlook C.-C. Jay Kuo A. Madni 78 71 0 03 Oct 2022
Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop Weixia Zhang Dingquan Li Xiongkuo Min Guangtao Zhai Guodong Guo Xiaokang Yang Kede Ma OOD 47 34 0 03 Oct 2022
Spatial Moment Pooling Improves Neural Image Assessment Tongda Xu Yifan Shao Yan Wang Hongwei Qin 40 0 0 29 Sep 2022
Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model Zhaopeng Feng Keyang Zhang Shuyue Jia Baoliang Chen Shiqi Wang 46 6 0 21 Sep 2022
Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment Rui Ma Qingbo Wu K. Ngan Hongliang Li Fanman Meng Linfeng Xu CLL 34 15 0 15 Sep 2022
OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment Mohammadreza Naderi Mohammad H. Givkashi N. Karimi S. Shirani S. Samavi 32 1 0 11 Sep 2022
REQA: Coarse-to-fine Assessment of Image Quality to Alleviate the Range Effect Bingheng Li Fushuo Huo 29 10 0 05 Sep 2022
PyTorch Image Quality: Metrics for Image Quality Assessment Sergey Kastryulin Jamil Zakirov Denis Prokopenko Dmitry V. Dylov 15 39 0 31 Aug 2022
Image Quality Assessment: Integrating Model-Centric and Data-Centric Approaches Peibei Cao Dingquan Li Kede Ma 30 6 0 29 Jul 2022
StyleAM: Perception-Oriented Unsupervised Domain Adaption for Non-reference Image Quality Assessment Yiting Lu Xin Li Jianzhao Liu Zhibo Chen 36 7 0 29 Jul 2022
Exploring CLIP for Assessing the Look and Feel of Images Jianyi Wang Kelvin C. K. Chan Chen Change Loy VLM 33 532 0 25 Jul 2022
Source-free Unsupervised Domain Adaptation for Blind Image Quality Assessment Jianzhao Liu Xin Li Shukun An Zhibo Chen 24 13 0 17 Jul 2022
Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model Shaolin Su Hanhe Lin Vlad Hosu Oliver Wiedemann Jinqiu Sun Yu Zhu Hantao Liu Yanning Zhang Dietmar Saupe CVBM 39 20 0 11 Jul 2022
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling Haoning Wu Chaofeng Chen Jingwen Hou Liang Liao Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 68 170 0 06 Jul 2022
DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment Haoning Wu Chao-Yu Chen Liang Liao Jingwen Hou Wenxiu Sun Qiong Yan Weisi Lin ViT 33 51 0 20 Jun 2022
Pixel-by-pixel Mean Opinion Score (pMOS) for No-Reference Image Quality Assessment Wook-Hyung Kim Cheul-hee Hahm A. Baijal NamUk Kim Ilhyun Cho J. Koo 27 2 0 14 Jun 2022
Perceptual Quality Assessment of Virtual Reality Videos in the Wild Wen Wen Mu Li Yiru Yao Xiangjie Sui Yabin Zhang Long Lan Yuming Fang Kede Ma 27 2 0 13 Jun 2022
Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning Weiling Chen Rongfu Lin Honggang Liao Tiesong Zhao Ke Gu P. Le Callet AAML 22 0 0 07 May 2022
Comparison of CoModGANs, LaMa and GLIDE for Art Inpainting- Completing M.C Escher's Print Gallery Lucia Cipolina-Kun Simone Caenazzo Gaston Mazzei 19 2 0 03 May 2022
A Deep Learning based No-reference Quality Assessment Model for UGC Videos Wei Sun Xiongkuo Min Wei Lu Guangtao Zhai 35 159 0 29 Apr 2022
Conformer and Blind Noisy Students for Improved Image Quality Assessment Marcos V. Conde Maxime Burchi Radu Timofte DiffM 46 14 0 27 Apr 2022
Personalized Image Aesthetics Assessment with Rich Attributes Yuzhe Yang Liwu Xu Leida Li Nan Qie Yaqian Li Peng Zhang Yandong Guo 13 57 0 31 Mar 2022
Visual Mechanisms Inspired Efficient Transformers for Image and Video Quality Assessment Junyong You Zheng Zhang ViT 31 4 0 28 Mar 2022
Content-Variant Reference Image Quality Assessment via Knowledge Distillation Guanghao Yin Wei Wang Zehuan Yuan Chuchu Han Wei Ji Shouqian Sun Changhu Wang 35 33 0 26 Feb 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 56 2 0 20 Feb 2022
BIQ2021: A Large-Scale Blind Image Quality Assessment Database Nisar Ahmed Shahzad Asif 12 7 0 08 Feb 2022
Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model V. Kannan Sameer Malik R. Soundararajan OffRL 29 3 0 04 Feb 2022
MDFM: Multi-Decision Fusing Model for Few-Shot Learning Shuai Shao Lei Xing Rui Xu Weifeng Liu Yanjiang Wang Baodi Liu 48 30 0 01 Dec 2021
Learning Transformer Features for Image Quality Assessment Chao Zeng Sam Kwong ViT 22 3 0 01 Dec 2021
Image Quality Assessment using Contrastive Learning Pavan C. Madhusudana N. Birkbeck Yilin Wang Balu Adsumilli A. Bovik SSL 16 163 0 25 Oct 2021
Image Quality Assessment in the Modern Age Kede Ma Yuming Fang 19 14 0 19 Oct 2021
Deep Superpixel-based Network for Blind Image Quality Assessment Guangyi Yang Yangfan Zhan Yuxuan Wang 22 3 0 13 Oct 2021
VTAMIQ: Transformers for Attention Modulated Image Quality Assessment Andrei Chubarau James Clark ViT 36 9 0 04 Oct 2021
Learning-based Noise Component Map Estimation for Image Denoising Sheyda Ghanbaralizadeh Bahnemiri Mykola Ponomarenko K. Egiazarian 22 15 0 24 Sep 2021
Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception Bowen Li Weixia Zhang Meng Tian Guangtao Zhai Xianpei Wang 43 120 0 19 Aug 2021
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency S. Golestaneh Saba Dadsetan Kris Kitani ViT 19 242 0 16 Aug 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 177 629 0 12 Aug 2021
Task-Specific Normalization for Continual Learning of Blind Image Quality Models Weixia Zhang Kede Ma Guangtao Zhai Xiaokang Yang VLM 39 24 0 28 Jul 2021
Semi-Supervised Deep Ensembles for Blind Image Quality Assessment Zhihua Wang Dingquan Li Kede Ma 17 7 0 26 Jun 2021