On the Use of Deep Learning for Blind Image Quality Assessment

17 February 2016

Papers citing "On the Use of Deep Learning for Blind Image Quality Assessment"

50 / 54 papers shown

Title
Content-Distortion High-Order Interaction for Blind Image Quality Assessment Shuai Liu Qingyu Mao Chao Li Jiacong Chen Fanyang Meng Yonghong Tian Yongsheng Liang 26 0 0 07 Apr 2025
Beyond Correlation: Evaluating Multimedia Quality Models with the Constrained Concordance Index Alessandro Ragano H. B. Martinez Andrew Hines 44 2 0 24 Oct 2024
ExIQA: Explainable Image Quality Assessment Using Distortion Attributes Sepehr Kazemi Ranjbar Emad Fatemizadeh 39 0 0 10 Sep 2024
Quality Assessment in the Era of Large Models: A Survey Zicheng Zhang Yingjie Zhou Chunyi Li Baixuan Zhao Xiaohong Liu Guangtao Zhai 40 10 0 17 Aug 2024
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild Honghao Fu Yufei Wang Wenhan Yang Bihan Wen 36 2 0 30 May 2024
PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition Xi Fang Weigang Wang Xiaoxin Lv Jun Yan EGVM 42 3 0 20 Apr 2024
Black-box Adversarial Attacks Against Image Quality Assessment Models Yu Ran Ao Zhang Mingjie Li Weixuan Tang Yuan-Gen Wang 34 8 0 27 Feb 2024
Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification Jan Krupinski Maciej Wielgosz Szymon Mazurek Krystian Strzalka P. Russek ... E. Jamro Marcin Pietroñ S. Koryciak A. Dabrowska-Boruch K. Wiatr 11 0 0 11 Aug 2023
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention Hassan Khalid Nisar Ahmed 21 1 0 19 Jul 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 18 9 0 16 May 2023
Mask Reference Image Quality Assessment PengXiang Xiao Shuaiqi He Limin Liu Anlong Ming 18 0 0 27 Feb 2023
Half of an image is enough for quality assessment Junyong You Yuan Lin J. Korhonen 34 2 0 30 Jan 2023
Apples and Oranges? Assessing Image Quality over Content Recognition Junyong You Zheng-Wei Zhang 15 0 0 22 Jan 2023
Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model Zhaopeng Feng Keyang Zhang Shuyue Jia Baoliang Chen Shiqi Wang 25 6 0 21 Sep 2022
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment Baoliang Chen Hanwei Zhu Lingyu Zhu Shiqi Wang Sam Kwong 29 4 0 12 Sep 2022
Explainable Image Quality Assessments in Teledermatological Photography Raluca Jalaboi Ole Winther A. Galimzianova MedIm 16 9 0 10 Sep 2022
NTIRE 2022 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Radu Timofte SupR 52 67 0 23 Jun 2022
Pixel-by-pixel Mean Opinion Score (pMOS) for No-Reference Image Quality Assessment Wook-Hyung Kim Cheul-hee Hahm A. Baijal NamUk Kim Ilhyun Cho J. Koo 17 2 0 14 Jun 2022
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 23 299 0 19 Apr 2022
Visual Mechanisms Inspired Efficient Transformers for Image and Video Quality Assessment Junyong You Zheng Zhang ViT 31 4 0 28 Mar 2022
Deep Superpixel-based Network for Blind Image Quality Assessment Guangyi Yang Yangfan Zhan Yuxuan Wang 9 3 0 13 Oct 2021
Deep Neural Networks for Blind Image Quality Assessment: Addressing the Data Challenge Shahrukh Athar Zhongling Wang Zhou Wang 14 6 0 24 Sep 2021
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
No-Reference Image Quality Assessment by Hallucinating Pristine Features Baoliang Chen Lingyu Zhu Chenqi Kong Hanwei Zhu Shiqi Wang Zhu Li 54 27 0 09 Aug 2021
Consumer Image Quality Prediction using Recurrent Neural Networks for Spatial Pooling J. Korhonen Yicheng Su Junyong You 134 4 0 02 Jun 2021
Quantifying Visual Image Quality: A Bayesian View Zhengfang Duanmu Wentao Liu Zhongling Wang Zhou Wang 11 35 0 30 Jan 2021
Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality A. Mikhailiuk Maria Perez-Ortiz Dingcheng Yue Wilson Suen Rafał K. Mantiuk 9 18 0 19 Dec 2020
Evaluation of quality measures for color quantization G. Ramella 20 18 0 25 Nov 2020
Multi-pooled Inception features for no-reference image quality assessment D. Varga 21 41 0 10 Nov 2020
Critical analysis on the reproducibility of visual quality assessment using deep features Franz Götz-Hahn Vlad Hosu Dietmar Saupe 29 9 0 10 Sep 2020
No-reference Screen Content Image Quality Assessment with Unsupervised Domain Adaptation Baoliang Chen Haoliang Li Hongfei Fan Shiqi Wang 22 32 0 19 Aug 2020
Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment Dingquan Li Tingting Jiang Ming Jiang 9 96 0 10 Aug 2020
Comment on "No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features" Franz Götz-Hahn Vlad Hosu Dietmar Saupe 14 6 0 09 May 2020
Towards Robust Classification with Image Quality Assessment Yeli Feng Yiyu Cai 14 0 0 14 Apr 2020
MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment Hancheng Zhu Leida Li Jinjian Wu W. Dong Guangming Shi 35 274 0 11 Apr 2020
Active Fine-Tuning from gMAD Examples Improves Blind Image Quality Assessment Zhihua Wang Kede Ma AAML 9 33 0 08 Mar 2020
DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning Hanhe Lin Vlad Hosu Dietmar Saupe OOD 35 47 0 20 Jan 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 13 301 0 20 Dec 2019
CD2 : Combined Distances of Contrast Distributions for the Assessment of Perceptual Quality of Image Processing Sascha Xu Jan Bauer B. Axmann 13 0 0 18 Nov 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
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Weixia Zhang Kede Ma Jia Yan Dexiang Deng Zhou Wang 14 647 0 05 Jul 2019
No-Reference Quality Assessment of Contrast-Distorted Images using Contrast Enhancement Jia Yan Jie Li Xin Fu 23 80 0 18 Apr 2019
Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks Siyuan Liu Kim-Han Thung Weili Lin P. Yap D. Shen 14 16 0 07 Apr 2019
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank Xialei Liu Joost van de Weijer Andrew D. Bagdanov SSL 25 174 0 17 Feb 2019
Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions Risheng Liu Xin-Yue Fan Ming Zhu Minjun Hou Zhongxuan Luo 22 495 0 15 Jan 2019
Learning to Predict Image-based Rendering Artifacts with Respect to a Hidden Reference Image Mojtaba Bemana Joachim Keinert K. Myszkowski Michel Bätz Matthias Ziegler Hans-Peter Seidel Tobias Ritschel 17 0 0 06 Dec 2018
Image Distortion Detection using Convolutional Neural Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn 14 14 0 28 May 2018
Aesthetics Assessment of Images Containing Faces Simone Bianco Luigi Celona Raimondo Schettini CVBM 14 8 0 22 May 2018
Blind Predicting Similar Quality Map for Image Quality Assessment Da Pan Ping Shi Ming-rui Hou Zefeng Ying Sizhe Fu Yuan Zhang 11 103 0 22 May 2018