PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration

23 July 2020

Jinjin Gu

Papers citing "PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration"

50 / 114 papers shown

Title
You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment Yi Ke Yun Weisi Lin 30 4 0 14 Oct 2023
Learning Many-to-Many Mapping for Unpaired Real-World Image Super-resolution and Downscaling Wanjie Sun Zhenzhong Chen SupR 33 0 0 08 Oct 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks Sixiang Chen Tian-Chun Ye Jinbin Bai Erkang Chen Jun Shi Lei Zhu 37 40 0 27 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
Unfolding Once is Enough: A Deployment-Friendly Transformer Unit for Super-Resolution Yong Liu Hang Dong Boyang Liang Song Liu Qingji Dong Kai Chen Fangmin Chen Lean Fu Fei Wang ViT 21 12 0 05 Aug 2023
Test Time Adaptation for Blind Image Quality Assessment Subhadeep Roy Shankhanil Mitra Soma Biswas R. Soundararajan VLM OOD 48 17 0 27 Jul 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement Xin Luo Yunan Zhu Shunxin Xu Dong Liu 34 11 0 22 Jul 2023
NTIRE 2023 Quality Assessment of Video Enhancement Challenge Xiaohong Liu Xiongkuo Min Wei Sun Yulun Zhang Kaicheng Zhang ... Te Shi Azadeh Mansouri Hossein Motamednia Amirhossein Bakhtiari Ahmad Mahmoudi-Aznaveh 33 18 0 19 Jul 2023
Regression-free Blind Image Quality Assessment with Content-Distortion Consistency Xiaoqi Wang Jian Xiong Hao Gao Weisi Lin 21 1 0 18 Jul 2023
Enhancing image quality prediction with self-supervised visual masking Ugur Çogalan Mojtaba Bemana Hans-Peter Seidel K. Myszkowski 29 0 0 31 May 2023
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution Ruofan Zhang Jinjin Gu Haoyu Chen Chao Dong Yulun Zhang Wenming Yang 45 23 0 29 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 30 12 0 24 May 2023
Attacking Perceptual Similarity Metrics Abhijay Ghildyal Feng Liu AAML 28 8 0 15 May 2023
Perceptual Quality Assessment of Face Video Compression: A Benchmark and An Effective Method Yixuan Li Bolin Chen Baoliang Chen Meng Wang Shiqi Wang Weisi Lin CVBM 27 12 0 14 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 32 170 0 27 Mar 2023
Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 27 63 0 23 Mar 2023
The First Comprehensive Dataset with Multiple Distortion Types for Visual Just-Noticeable Differences Yaxuan Liu Jian Jin Yuan Xue Weisi Lin 17 1 0 05 Mar 2023
CurvPnP: Plug-and-play Blind Image Restoration with Deep Curvature Denoiser Yutong Li Yuping Duan 16 2 0 14 Nov 2022
Content-Diverse Comparisons improve IQA William Thong José Costa Pereira Sarah Parisot A. Leonardis Jingyu Sun 18 4 0 09 Nov 2022
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
Directional Privacy for Deep Learning Pedro Faustini Natasha Fernandes Shakila Mahjabin Tonni Annabelle McIver Mark Dras 19 1 0 09 Nov 2022
Self-Supervised Intensity-Event Stereo Matching Jinjin Gu Jinan Zhou Ringo S. W. Chu Yan Chen Jiawei Zhang Xuanye Cheng Song Zhang Jimmy S. J. Ren 28 6 0 01 Nov 2022
Efficient Image Super-Resolution using Vast-Receptive-Field Attention Ling Zhou Haoming Cai Jinjin Gu Zheyu Li Yingqi Liu Xiangyu Chen Yu Qiao Chao Dong SupR 28 57 0 12 Oct 2022
Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images Jinjin Gu Haoming Cai Chenyu Dong Ruofan Zhang Yulun Zhang Wenming Yang Chun Yuan SupR 27 3 0 09 Oct 2022
PyTorch Image Quality: Metrics for Image Quality Assessment Sergey Kastryulin Jamil Zakirov Denis Prokopenko Dmitry V. Dylov 15 39 0 31 Aug 2022
Image Quality Assessment with Gradient Siamese Network Heng Cong Lin Fu Rongyu Zhang Yusheng Zhang Hao Wang Jiarong He Jin Gao 28 3 0 08 Aug 2022
Shift-tolerant Perceptual Similarity Metric Abhijay Ghildyal Feng Liu 25 37 0 27 Jul 2022
Exploring CLIP for Assessing the Look and Feel of Images Jianyi Wang Kelvin C. K. Chan Chen Change Loy VLM 33 531 0 25 Jul 2022
Designing An Illumination-Aware Network for Deep Image Relighting Zuo-Liang Zhu Zerui Li Ruihan Zhang Chunle Guo Ming-Ming Cheng 3DV 3DH 20 12 0 21 Jul 2022
Evaluating the Stability of Deep Image Quality Assessment With Respect to Image Scaling Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa 8 0 0 20 Jul 2022
Perception-Oriented Stereo Image Super-Resolution Chenxi Ma Bo Yan Weimin Tan Xuhao Jiang SupR 18 13 0 14 Jul 2022
Rethinking Super-Resolution as Text-Guided Details Generation Chenxi Ma Bo Yan Qing Lin Weimin Tan Siming Chen 35 6 0 14 Jul 2022
NTIRE 2022 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Radu Timofte SupR 60 67 0 23 Jun 2022
Subjective Quality Assessment for Images Generated by Computer Graphics Tao Wang Zicheng Zhang Wei Sun Xiongkuo Min Wei Lu Guangtao Zhai 32 5 0 10 Jun 2022
Full-Reference Calibration-Free Image Quality Assessment E. D. D. Claudio Paolo Giannitrapani G. Jacovitti 21 3 0 24 May 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
Evaluating the Generalization Ability of Super-Resolution Networks Yihao Liu Hengyuan Zhao Jinjin Gu Yu Qiao Chao Dong 14 24 0 14 May 2022
SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment Jianzhao Liu Xin Li Yanding Peng Tao Yu Zhibo Chen 11 23 0 09 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
Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network Shan Lao Yuan Gong Shu Shi Sidi Yang Tianhe Wu Jiahao Wang Weihao Xia Yujiu Yang 25 73 0 22 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
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 34 300 0 19 Apr 2022
Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment Yue Cao Zhaolin Wan Dongwei Ren Zifei Yan W. Zuo 27 19 0 19 Apr 2022
Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang GAN OffRL 30 137 0 17 Mar 2022
Towards True Detail Restoration for Super-Resolution: A Benchmark and a Quality Metric E. Lyapustin Anastasia Kirillova Viacheslav Meshchaninov Evgeney Zimin Nikolai Karetin D. Vatolin SupR 27 5 0 16 Mar 2022
Image Quality Assessment for Magnetic Resonance Imaging Segrey Kastryulin Jamil Zakirov Nicola Pezzotti Dmitry V. Dylov 14 10 0 15 Mar 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
Reflash Dropout in Image Super-Resolution Xiangtao Kong Xina Liu Jinjin Gu Yu Qiao Chao Dong UQCV 21 58 0 22 Dec 2021
Contrastive Feature Loss for Image Prediction A. Andonian Taesung Park Bryan C. Russell Phillip Isola Jun-Yan Zhu Richard Y. Zhang GAN SSL 43 19 0 12 Nov 2021
Evaluating generative networks using Gaussian mixtures of image features Lorenzo Luzi Carlos Ortiz Marrero Nile Wynar Richard G. Baraniuk Michael J. Henry EGVM 12 12 0 08 Oct 2021