Perceptual Image Quality Assessment with Transformers

Perceptual Image Quality Assessment with Transformers

30 April 2021

Papers citing "Perceptual Image Quality Assessment with Transformers"

18 / 18 papers shown

Title
Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range Displays Andrei Chubarau Hyunjin Yoo Tara Akhavan James Clark 24 1 0 01 May 2024
Object Detection Difficulty: Suppressing Over-aggregation for Faster and Better Video Object Detection Bin Zhang Sen Wang Yifan Liu Brano Kusy Xue Li Jiajun Liu ObjD 42 0 0 22 Aug 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 55 112 0 06 Aug 2023
SAM-IQA: Can Segment Anything Boost Image Quality Assessment? Xinpeng Li Ting Jiang Haoqiang Fan Shuaicheng Liu VLM 29 2 0 10 Jul 2023
Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Xingsen Wen 21 20 0 13 Apr 2023
DCVQE: A Hierarchical Transformer for Video Quality Assessment Zu-Hua Li Lei Yang ViT 34 2 0 10 Oct 2022
MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion Jing Wang Haotian Fa X. Hou Yitian Xu Tao Li X. Lu Lean Fu 43 21 0 20 May 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
Progressive Training of A Two-Stage Framework for Video Restoration Mei Zheng Qunliang Xing Minglang Qiao Mai Xu Lai Jiang Huaida Liu Ying-Cong Chen 38 10 0 21 Apr 2022
Multi-Scale Features and Parallel Transformers Based Image Quality Assessment Abhisek Keshari Komal Sadbhawna B. Subudhi ViT 48 4 0 20 Apr 2022
Can No-reference features help in Full-reference image quality estimation? Saikat Dutta Sourya Dipta Das Nisarg A. Shah 23 2 0 02 Mar 2022
Joint Global and Local Hierarchical Priors for Learned Image Compression Jun-Hyuk Kim Byeongho Heo Jong-Seok Lee 39 82 0 08 Dec 2021
Learning Transformer Features for Image Quality Assessment Chao Zeng Sam Kwong ViT 19 3 0 01 Dec 2021
NTIRE 2021 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Yu Qiao ... Sewoong Ahn Gwangjin Yoon Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa SupR 41 38 0 07 May 2021
Colorization Transformer Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 232 156 0 08 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,434 0 04 Jan 2021
Transformer for Image Quality Assessment Junyong You J. Korhonen ViT 148 182 0 30 Dec 2020
Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 34 43 0 30 Nov 2020