Video compression dataset and benchmark of learning-based video-quality
metrics

Video compression dataset and benchmark of learning-based video-quality metrics

22 November 2022

Anastasia Antsiferova

Sergey Lavrushkin

Alexander Gushchin

Papers citing "Video compression dataset and benchmark of learning-based video-quality metrics"

18 / 18 papers shown

Title
Application of Sensitivity Analysis Methods for Studying Neural Network Models Jiaxuan Miao Sergey Matveev AAML 35 0 0 21 Apr 2025
Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods Egor Kovalev Georgii Bychkov Khaled Abud A. Gushchin Anna Chistyakova Sergey Lavrushkin D. Vatolin Anastasia Antsiferova AAML 61 2 0 18 Nov 2024
Machine vision-aware quality metrics for compressed image and video assessment M. Dremin Konstantin Kozhemyakov Ivan Molodetskikh Malakhov Kirill Artur Sagitov D. Vatolin 29 0 0 11 Nov 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
Subjective and Objective Quality-of-Experience Evaluation Study for Live Video Streaming Zehao Zhu Wei Sun Jun Jia Wei Wu Sibin Deng Kai Li Ying Chen Xiongkuo Min Jia Wang Guangtao Zhai 23 0 0 26 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 34 7 0 21 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 44 2 0 02 Aug 2024
Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics Victoria Leonenkova E. Shumitskaya Anastasia Antsiferova D. Vatolin 39 3 0 15 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 34 2 0 10 Apr 2024
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics E. Shumitskaya Anastasia Antsiferova D. Vatolin 43 2 0 09 Mar 2024
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks Anastasia Antsiferova Khaled Abud Aleksandr Gushchin E. Shumitskaya Sergey Lavrushkin D. Vatolin 24 10 0 10 Oct 2023
GeodesicPSIM: Predicting the Quality of Static Mesh with Texture Map via Geodesic Patch Similarity Qi Yang Joël Jung Xiaozhong Xu Shan Liu 11 3 0 09 Aug 2023
TSMD: A Database for Static Color Mesh Quality Assessment Study Qi Yang Joël Jung Haiqiang Wang Xiaozhong Xu Shantao Liu 14 8 0 03 Aug 2023
TDMD: A Database for Dynamic Color Mesh Subjective and Objective Quality Explorations Qi Yang Joël Jung Timon Deschamps Xiaozhong Xu Shan Liu 17 9 0 03 Aug 2023
NTIRE 2023 Quality Assessment of Video Enhancement Challenge Xiaohong Liu Xiongkuo Min Wei Sun Yulun Zhang K. Zhang ... Te Shi Azadeh Mansouri Hossein Motamednia Amirhossein Bakhtiari Ahmad Mahmoudi-Aznaveh 25 18 0 19 Jul 2023
Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference Xiwen Chen Huayu Li Rahul Amin Abolfazl Razi 26 2 0 04 Jun 2023
Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach Haoning Wu Erli Zhang Liang Liao Chaofeng Chen Jingwen Hou Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 24 38 0 22 May 2023
Applicability limitations of differentiable full-reference image-quality Maksim Siniukov D. Kulikov D. Vatolin 11 1 0 11 Dec 2022