Learning to Blindly Assess Image Quality in the Laboratory and Wild

1 July 2019

Weixia Zhang

Kede Ma

Guangtao Zhai

Xiaokang Yang

ArXiv PDF HTML

Papers citing "Learning to Blindly Assess Image Quality in the Laboratory and Wild"

21 / 21 papers shown

Title
Beyond Correlation: Evaluating Multimedia Quality Models with the Constrained Concordance Index Alessandro Ragano H. B. Martinez Andrew Hines 44 2 0 24 Oct 2024
MobileIQA: Exploiting Mobile-level Diverse Opinion Network For No-Reference Image Quality Assessment Using Knowledge Distillation Zewen Chen Sunhan Xu Yun Zeng Haochen Guo Jian Guo ... Juan Wang Bing Li Weiming Hu Dehua Liu H. Li 47 1 0 02 Sep 2024
Pairwise Comparisons Are All You Need Nicolas Chahine Sira Ferradans Jean Ponce 36 1 0 13 Mar 2024
Generalized Portrait Quality Assessment Nicolas Chahine N. Khalil R. Toral Jean Ponce 24 9 0 14 Feb 2024
GMC-IQA: Exploiting Global-correlation and Mean-opinion Consistency for No-reference Image Quality Assessment Zewen Chen Juan Wang Bing Li Chunfen Yuan Weiming Hu Junxian Liu Peng Li Yan Wang Youqun Zhang Congxuan Zhang 32 4 0 19 Jan 2024
Cross-Dataset-Robust Method for Blind Real-World Image Quality Assessment Yuan Chen Zhiliang Ma Yang Zhao 19 1 0 26 Sep 2023
Optimization-Based Improvement of Face Image Quality Assessment Techniques Žiga Babnik Naser Damer Vitomir Štruc CVBM 22 4 0 24 May 2023
An Image Quality Assessment Dataset for Portraits Nicolas Chahine Ana-Stefania Calarasanu Davide Garcia-Civiero Theo Cayla Sira Ferradans Jean Ponce 26 14 0 12 Apr 2023
Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment Rui Ma Qingbo Wu K. Ngan Hongliang Li Fanman Meng Linfeng Xu CLL 34 15 0 15 Sep 2022
NTIRE 2022 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Radu Timofte SupR 54 67 0 23 Jun 2022
Deep Neural Network for Blind Visual Quality Assessment of 4K Content Wei Lu Wei Sun Xiongkuo Min Wenhan Zhu Quan Zhou Junxia He Qiyuan Wang Zicheng Zhang Tao Wang Guangtao Zhai 21 49 0 09 Jun 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
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency S. Golestaneh Saba Dadsetan Kris M. Kitani ViT 19 241 0 16 Aug 2021
Continual Learning for Blind Image Quality Assessment Weixia Zhang Dingquan Li Chao Ma Guangtao Zhai Xiaokang Yang Kede Ma VLM 24 86 0 19 Feb 2021
Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment Baoliang Chen Lingyu Zhu Guo Li Hongfei Fan Shiqi Wang 18 76 0 27 Dec 2020
Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training Dingquan Li Tingting Jiang Ming Jiang 21 133 0 09 Nov 2020
Comparison of Image Quality Models for Optimization of Image Processing Systems Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli VLM 16 17 0 04 May 2020
MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment Hancheng Zhu Leida Li Jinjian Wu W. Dong Guangming Shi 46 274 0 11 Apr 2020
Active Fine-Tuning from gMAD Examples Improves Blind Image Quality Assessment Zhihua Wang Kede Ma AAML 20 33 0 08 Mar 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 27 301 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 14 552 0 14 Oct 2019