FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling

6 July 2022

Haoning Wu

Liang Liao

Weisi Lin

Papers citing "FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling"

30 / 30 papers shown

Title
Breaking Annotation Barriers: Generalized Video Quality Assessment via Ranking-based Self-Supervision Linhan Cao Wei Sun Kaiwei Zhang Yicong Peng Guangtao Zhai Xiongkuo Min 98 0 0 06 May 2025
Video Quality Assessment for Online Processing: From Spatial to Temporal Sampling Jiebin Yan Lei Wu Yuming Fang Xuelin Liu Xue Xia Weide Liu 309 2 0 13 Jan 2025
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric Zhichao Zhang Wei Sun Xinyue Li Yunhao Li Qihang Ge ... Zhongpeng Ji Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai EGVM 204 1 0 25 Nov 2024
Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content Qiuheng Wang Yukai Shi Jiarong Ou Ruoxin Chen Ke Lin ... Mingwu Zheng Xin Tao Fei Yang Pengfei Wan Di Zhang VGen 121 26 0 10 Oct 2024
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment Xinyi Wang Angeliki V. Katsenou David Bull 68 0 0 16 Jul 2024
Exploring the Effectiveness of Video Perceptual Representation in Blind Video Quality Assessment Liang Liao Kangmin Xu Haoning Wu Chaofeng Chen Wenxiu Sun Qiong Yan Weisi Lin 30 33 0 08 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 50 52 0 20 Jun 2022
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 68 122 0 19 Aug 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 209 666 0 12 Aug 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 94 1,481 0 24 Jun 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 127 1,257 0 22 Apr 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 209 2,147 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 432 21,392 0 25 Mar 2021
RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content Zhengzhong Tu Xiangxu Yu Yilin Wang Neil Birkbeck Balu Adsumilli A. Bovik 59 152 0 26 Jan 2021
Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment Baoliang Chen Lingyu Zhu Guo Li Hongfei Fan Shiqi Wang 57 76 0 27 Dec 2020
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 367 6,757 0 23 Dec 2020
Patch-VQ: 'Patching Up' the Video Quality Problem Zhenqiang Ying Maniratnam Mandal Deepti Ghadiyaram AI Facebook 48 166 0 27 Nov 2020
Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training Dingquan Li Tingting Jiang Ming Jiang 41 133 0 09 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 593 40,961 0 22 Oct 2020
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content Zhengzhong Tu Yilin Wang Neil Birkbeck Balu Adsumilli A. Bovik 44 258 0 29 May 2020
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality Zhenqiang Ying Haoran Niu Praful Gupta D. Mahajan Deepti Ghadiyaram A. Bovik 72 306 0 20 Dec 2019
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 105 567 0 14 Oct 2019
Quality Assessment of In-the-Wild Videos Dingquan Li Tingting Jiang Ming Jiang 48 298 0 01 Aug 2019
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Weixia Zhang Kede Ma Jia Yan Dexiang Deng Zhou Wang 84 664 0 05 Jul 2019
Learning Spatio-Temporal Features with 3D Residual Networks for Action Recognition Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 74 605 0 25 Aug 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 101 1,030 0 23 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 235 3,801 0 19 May 2017
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 375 14,244 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,338 0 03 Jun 2014