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

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

23 July 2020

Jinjin Gu

Jimmy S. J. Ren

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

18 / 18 papers shown

Title
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 59 0 0 24 Apr 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Andrew Zhang Radu Timofte SupR 53 0 0 18 Mar 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 31 2 0 14 Mar 2025
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 82 0 0 02 Dec 2024
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao Jinjin Gu Yulun Zhang Xiucheng Wang Nan Cheng DiffM 57 3 0 05 Oct 2024
Foundation Models Boost Low-Level Perceptual Similarity Metrics Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj 27 3 0 11 Sep 2024
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification Joseph Smith Zheming Zuo Jonathan Stonehouse Boguslaw Obara 22 2 0 09 May 2024
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts Han Cui A. D. Goyeneche Efrat Shimron Boyuan Ma Michael Lustig 14 0 0 01 May 2024
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 40 2 0 15 Dec 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 15 111 0 06 Aug 2023
Test Time Adaptation for Blind Image Quality Assessment Subhadeep Roy Shankhanil Mitra Soma Biswas R. Soundararajan VLM OOD 35 17 0 27 Jul 2023
NTIRE 2023 Quality Assessment of Video Enhancement Challenge Xiaohong Liu Xiongkuo Min Wei Sun Yulun Zhang K. Zhang ... Te Shi Azadeh Mansouri Hossein Motamednia Amirhossein Bakhtiari Ahmad Mahmoudi-Aznaveh 23 18 0 19 Jul 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 16 12 0 24 May 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 18 167 0 27 Mar 2023
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 21 6 0 01 Nov 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
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 20 21 0 20 May 2022
(ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment Seyed Mehdi Ayyoubzadeh Ali Royat 6 13 0 06 May 2021