Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training

9 November 2020

Papers citing "Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training"

50 / 59 papers shown

Title
DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor Wei-Ting Chen Yu-Jiet Vong Yi-Tsung Lee Sy-Yen Kuo Qiang Gao Sizhuo Ma Jian Wang 132 0 0 06 May 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
Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search Hengzhu Tang Zefeng Zhang Zhiping Li Zhenyu Zhang Xing Wu Li Gao Suqi Cheng Dawei Yin 57 1 0 09 Feb 2025
Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics Georgii Gotin E. Shumitskaya Anastasia Antsiferova D. Vatolin AAML 33 0 0 14 Jan 2025
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
Secure Video Quality Assessment Resisting Adversarial Attacks Ao Zhang Yu Ran Weixuan Tang Yuan-Gen Wang Qingxiao Guan Chunsheng Yang AAML 29 0 0 09 Oct 2024
Merging Multiple Datasets for Improved Appearance-Based Gaze Estimation Liang Wu Bertram E. Shi 26 1 0 02 Sep 2024
Highly Efficient No-reference 4K Video Quality Assessment with Full-Pixel Covering Sampling and Training Strategy Xiaoheng Tan Jiabin Zhang Yuhui Quan Jing Li Yajing Wu Zilin Bian OffRL AI4TS 29 1 0 30 Jul 2024
UNQA: Unified No-Reference Quality Assessment for Audio, Image, Video, and Audio-Visual Content Y. Cao Xiongkuo Min Yixuan Gao Wei Sun Weisi Lin Guangtao Zhai 41 2 0 29 Jul 2024
QPT V2: Masked Image Modeling Advances Visual Scoring Qizhi Xie Kun Yuan Yunpeng Qu Mingda Wu Ming-hui Sun Chao Zhou Jihong Zhu 34 3 0 23 Jul 2024
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment Xinyi Wang Angeliki V. Katsenou David Bull 36 0 0 16 Jul 2024
CLIPVQA:Video Quality Assessment via CLIP Fengchuang Xing Mingjie Li Yuan-Gen Wang Guopu Zhu Xiaochun Cao CLIP ViT 38 4 0 06 Jul 2024
Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution? Egor Kashkarov Egor Chistov Ivan Molodetskikh D. Vatolin SupR 46 3 0 30 May 2024
PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild Kun Yuan Hongbo Liu Mading Li Muyi Sun Ming-hui Sun Jiachao Gong Jinhua Hao Chao Zhou Yansong Tang ViT 51 5 0 28 May 2024
PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition Xi Fang Weigang Wang Xiaoxin Lv Jun Yan EGVM 34 3 0 20 Apr 2024
VisualCritic: Making LMMs Perceive Visual Quality Like Humans Zhipeng Huang Zhizheng Zhang Yiting Lu Zheng-Jun Zha Zhibo Chen Baining Guo MLLM 47 12 0 19 Mar 2024
A Comparative Study of Perceptual Quality Metrics for Audio-driven Talking Head Videos Weixia Zhang Chengguang Zhu Jingnan Gao Yichao Yan Guangtao Zhai Xiaokang Yang EGVM 41 2 0 11 Mar 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
PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts Zewen Chen Haina Qin Juan Wang Chunfen Yuan Bing Li Weiming Hu Liang Wang VLM 34 7 0 08 Mar 2024
KVQ: Kwai Video Quality Assessment for Short-form Videos Yiting Lu Xin Li Yajing Pei Kun Yuan Qizhi Xie Yunpeng Qu Ming-hui Sun Chao Zhou Zhibo Chen 25 16 0 11 Feb 2024
Perceptual Video Quality Assessment: A Survey Xiongkuo Min Huiyu Duan Wei Sun Yucheng Zhu Guangtao Zhai 16 74 0 05 Feb 2024
Towards A Better Metric for Text-to-Video Generation Jay Zhangjie Wu Guian Fang Haoning Wu Xintao Wang Yixiao Ge ... Rui Zhao Weisi Lin Wynne Hsu Ying Shan Mike Zheng Shou VGen 29 34 0 15 Jan 2024
Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features A. Falahati Mohammad Karim Safavi Ardavan Elahi Farhad Pakdaman M. Gabbouj AI4TS 22 1 0 06 Jan 2024
Knowledge Guided Semi-Supervised Learning for Quality Assessment of User Generated Videos Shankhanil Mitra R. Soundararajan 16 5 0 24 Dec 2023
EvalCrafter: Benchmarking and Evaluating Large Video Generation Models Yaofang Liu Xiaodong Cun Xuebo Liu Xintao Wang Yong Zhang Haoxin Chen Yang Liu Tieyong Zeng Raymond H. F. Chan Ying Shan VGen EGVM 11 127 0 17 Oct 2023
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 19 10 0 10 Oct 2023
Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks Ao Zhang Yu Ran Weixuan Tang Yuan-Gen Wang 18 13 0 24 Sep 2023
Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality Assessment Hongbo Liu Ming-Kun Wu Kun Yuan Ming-Ting Sun Yansong Tang Chuanchuan Zheng Xingsen Wen Xiu Li 26 17 0 01 Aug 2023
Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment Kun Yuan Zishang Kong Chuanchuan Zheng Ming-Ting Sun Xingsen Wen ViT 27 14 0 31 Jul 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
Fast Adversarial CNN-based Perturbation Attack on No-Reference Image- and Video-Quality Metrics E. Shumitskaya Anastasia Antsiferova D. Vatolin 11 6 0 24 May 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
SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement Ding-Jiun Huang Yu-Ting Kao Tieh-Hung Chuang Ya-Chun Tsai Jing-Kai Lou Shuen-Huei Guan 13 2 0 15 May 2023
Towards Robust Text-Prompted Semantic Criterion for In-the-Wild Video Quality Assessment Haoning Wu Liang Liao Annan Wang Chaofeng Chen Jingwen Hou Wenxiu Sun Qiong Yan Weisi Lin 59 15 0 28 Apr 2023
Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Xingsen Wen 10 20 0 13 Apr 2023
Blind Multimodal Quality Assessment of Low-light Images Miaohui Wang Zhuowei Xu Mai Xu Weisi Lin 33 2 0 18 Mar 2023
Exploring Opinion-unaware Video Quality Assessment with Semantic Affinity Criterion Haoning Wu Liang Liao Jingwen Hou Chaofeng Chen Erli Zhang Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 8 26 0 26 Feb 2023
Video compression dataset and benchmark of learning-based video-quality metrics Anastasia Antsiferova Sergey Lavrushkin Maksim Smirnov Alexander Gushchin D. Vatolin D. Kulikov 15 29 0 22 Nov 2022
Content-Diverse Comparisons improve IQA William Thong José Costa Pereira Sarah Parisot A. Leonardis Steven G. McDonagh 18 4 0 09 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 15 142 0 09 Nov 2022
Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics E. Shumitskaya Anastasia Antsiferova D. Vatolin 15 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 Jinwei Gu Weisi Lin 51 44 0 11 Oct 2022
DCVQE: A Hierarchical Transformer for Video Quality Assessment Zu-Hua Li Lei Yang ViT 32 2 0 10 Oct 2022
HVS Revisited: A Comprehensive Video Quality Assessment Framework Ao Zhang Yuan-Gen Wang Weixuan Tang Leida Li Sam Kwong 53 7 0 09 Oct 2022
Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model Zhaopeng Feng Keyang Zhang Shuyue Jia Baoliang Chen Shiqi Wang 25 6 0 21 Sep 2022
PTab: Using the Pre-trained Language Model for Modeling Tabular Data Guangyi Liu Jie-jin Yang Ledell Yu Wu LMTD 63 34 0 15 Sep 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 68 168 0 06 Jul 2022
CONVIQT: Contrastive Video Quality Estimator Pavan C. Madhusudana N. Birkbeck Yilin Wang Balu Adsumilli A. Bovik 38 21 0 29 Jun 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 25 50 0 20 Jun 2022
Deep Quality Assessment of Compressed Videos: A Subjective and Objective Study Liqun Lin Zheng Wang Jiachen He Weiling Chen Yiwen Xu Tiesong Zhao 13 6 0 07 May 2022