You Only Train Once: A Unified Framework for Both Full-Reference and
No-Reference Image Quality Assessment

You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment

14 October 2023

Weisi Lin

Papers citing "You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment"

13 / 13 papers shown

Title
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 65 319 0 19 Apr 2022
CAT: Cross Attention in Vision Transformer Hezheng Lin Xingyi Cheng Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Qing Song Wei Yuan ViT 56 152 0 10 Jun 2021
Perceptual Image Quality Assessment with Transformers Manri Cheon Sung-Jun Yoon Byungyeon Kang Junwoo Lee ViT 51 112 0 30 Apr 2021
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification Chun-Fu Chen Quanfu Fan Yikang Shen ViT 64 1,469 0 27 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 389 21,281 0 25 Mar 2021
Transformer for Image Quality Assessment Junyong You J. Korhonen ViT 164 184 0 30 Dec 2020
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 57 194 0 23 Jul 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 70 305 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 102 564 0 14 Oct 2019
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Weixia Zhang Kede Ma Jia Yan Dexiang Deng Zhou Wang 76 659 0 05 Jul 2019
PieAPP: Perceptual Image-Error Assessment through Pairwise Preference Ekta Prashnani H. Cai Yasamin Mostofi P. Sen SSL 53 275 0 06 Jun 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 74 1,151 0 21 Mar 2018
Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment S. Bosse Dominique Maniry K. Müller Thomas Wiegand Wojciech Samek 69 994 0 06 Dec 2016