Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment

6 December 2016

Papers citing "Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment"

50 / 87 papers shown

Title
Hybrid Image Resolution Quality Metric (HIRQM):A Comprehensive Perceptual Image Quality Assessment Framework Vineesh Kumar Reddy Mondem 24 0 0 04 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 72 0 0 25 Apr 2025
Content-Distortion High-Order Interaction for Blind Image Quality Assessment Shuai Liu Qingyu Mao Chao Li Jiacong Chen Fanyang Meng Yonghong Tian Yongsheng Liang 37 0 0 07 Apr 2025
ESIQA: Perceptual Quality Assessment of Vision-Pro-based Egocentric Spatial Images Zhirui Kuai Liu Yang Huiyu Duan Yuxing Han Guoyu Tang P. Callet 94 2 0 24 Feb 2025
ViDDAR: Vision Language Model-Based Task-Detrimental Content Detection for Augmented Reality Yanming Xiu T. Scargill M. Gorlatova 77 2 0 22 Jan 2025
Exploring Rich Subjective Quality Information for Image Quality Assessment in the Wild Xiongkuo Min Yixuan Gao Yuqin Cao Guangtao Zhai Wenjun Zhang Huifang Sun C. Chen 28 11 0 09 Sep 2024
Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range Displays Andrei Chubarau Hyunjin Yoo Tara Akhavan James Clark 26 1 0 01 May 2024
Beyond MOS: Subjective Image Quality Score Preprocessing Method Based on Perceptual Similarity Lei Wang Desen Yuan 49 2 0 30 Apr 2024
Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment Tianwei Zhou Songbai Tan Wei Zhou Yu Luo Yuan-Gen Wang Guanghui Yue EGVM 51 10 0 23 Apr 2024
A Lightweight Parallel Framework for Blind Image Quality Assessment Qunyue Huang Bin Fang 49 0 0 19 Feb 2024
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models Zhiyuan You Zheyuan Li Jinjin Gu Zhenfei Yin Tianfan Xue Chao Dong EGVM 31 35 0 14 Dec 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 29 3 0 20 Oct 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 60 113 0 06 Aug 2023
Test Time Adaptation for Blind Image Quality Assessment Subhadeep Roy Shankhanil Mitra Soma Biswas R. Soundararajan VLM OOD 53 17 0 27 Jul 2023
SAM-IQA: Can Segment Anything Boost Image Quality Assessment? Xinpeng Li Ting Jiang Haoqiang Fan Shuaicheng Liu VLM 38 2 0 10 Jul 2023
Evaluation and Optimization of Rendering Techniques for Autonomous Driving Simulation Chengyi Wang Chun-guang Xu Pei-Wen Wu OffRL 36 0 0 27 Jun 2023
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment Tianhe Wu Shu Shi Haoming Cai Ming Cao Jing Xiao Yinqiang Zheng Yujiu Yang 41 21 0 18 May 2023
Blind Image Quality Assessment via Transformer Predicted Error Map and Perceptual Quality Token Jinsong Shi Pan Gao A. Smolic ViT 31 10 0 16 May 2023
PIQI: Perceptual Image Quality Index based on Ensemble of Gaussian Process Regression Nisar Ahmed H. M. Asif Hassan Khalid 15 18 0 16 May 2023
Deep Ensembling for Perceptual Image Quality Assessment Nisar Ahmed H. M. Asif A. R. Bhatti Atif Khan 21 9 0 16 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 36 2 0 15 May 2023
Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Xingsen Wen 25 20 0 13 Apr 2023
Data-Efficient Image Quality Assessment with Attention-Panel Decoder Guanyi Qin R. Hu Yutao Liu Xiawu Zheng Haotian Liu Xiu Li Yan Zhang ViT 26 62 0 11 Apr 2023
Test your samples jointly: Pseudo-reference for image quality evaluation Marcelin Tworski Stéphane Lathuilière 20 0 0 07 Apr 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 46 171 0 27 Mar 2023
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement Baoliang Chen Lingyu Zhu Hanwei Zhu Wenhan Yang Linqi Song Shiqi Wang 47 6 0 22 Feb 2023
Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks Mohit Prabhushankar Ghassan Al-Regib 25 3 0 11 Feb 2023
Development of Real-time Rendering Technology for High-Precision Models in Autonomous Driving Whencheng Zhang Chengyi Wang 23 0 0 01 Feb 2023
DeepDC: Deep Distance Correlation as a Perceptual Image Quality Evaluator Hanwei Zhu Baoliang Chen Lingyu Zhu Shiqi Wang Weisi Lin 25 6 0 09 Nov 2022
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-Resolution David Berga Pau Gallés K. Takáts Eva Mohedano Laura Riordan-Chen Clara Garcia-Moll David Vilaseca Javier Marín SupR 32 2 0 12 Oct 2022
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
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment Baoliang Chen Hanwei Zhu Lingyu Zhu Shiqi Wang Sam Kwong 42 4 0 12 Sep 2022
REQA: Coarse-to-fine Assessment of Image Quality to Alleviate the Range Effect Bingheng Li Fushuo Huo 37 10 0 05 Sep 2022
Automatic Testing and Validation of Level of Detail Reductions Through Supervised Learning Matilda Tamm Olivia Shamon H. Leon Konrad Tollmar Linus Gisslén 36 1 0 25 Aug 2022
Quality Evaluation of Arbitrary Style Transfer: Subjective Study and Objective Metric Hangwei Chen F. Shao Xiongli Chai Yuese Gu Qiuping Jiang Xiangchao Meng Yo-Sung Ho 37 19 0 01 Aug 2022
Evaluating the Stability of Deep Image Quality Assessment With Respect to Image Scaling Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa 13 0 0 20 Jul 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 48 21 0 20 May 2022
Deep Decomposition and Bilinear Pooling Network for Blind Night-Time Image Quality Evaluation Qiuping Jiang Jiawu Xu Yudong Mao Wei Zhou Xiongkuo Min Guangtao Zhai 24 4 0 12 May 2022
Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning Weiling Chen Rongfu Lin Honggang Liao Tiesong Zhao Ke Gu P. Le Callet AAML 22 0 0 07 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
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
The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement Danni Huang Lingyu Zhu Hanwei Zhu Wenhan Yang Fangbo Lu Baoliang Chen 56 2 0 20 Feb 2022
Textured Mesh Quality Assessment: Large-Scale Dataset and Deep Learning-based Quality Metric Y. Nehmé J. Delanoy F. Dupont Jean-Philippe Farrugia P. Le Callet Guillaume Lavoué 32 48 0 04 Feb 2022
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability Fadi Boutros Meiling Fang Marcel Klemt Biying Fu Naser Damer CVBM 32 80 0 13 Dec 2021
Learning Transformer Features for Image Quality Assessment Chao Zeng Sam Kwong ViT 25 3 0 01 Dec 2021
A Deep Insight into Measuring Face Image Utility with General and Face-specific Image Quality Metrics Biying Fu Congmin Chen O. Henniger Naser Damer CVBM 26 20 0 21 Oct 2021
Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry Patrick Hemmer Niklas Kühl Jakob Schöffer 21 4 0 18 Oct 2021
VTAMIQ: Transformers for Attention Modulated Image Quality Assessment Andrei Chubarau James Clark ViT 41 9 0 04 Oct 2021
Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment Heliang Zheng Huan Yang Jianlong Fu Zhengjun Zha Jiebo Luo 23 41 0 18 Aug 2021