Physics-Based Generative Adversarial Models for Image Restoration and Beyond

2 August 2018

Yang Liu

Ming-Hsuan Yang

Papers citing "Physics-Based Generative Adversarial Models for Image Restoration and Beyond"

24 / 24 papers shown

Title
DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models Lingshun Kong Jiawei Zhang Dongqing Zou Jimmy S. J. Ren Xiaohe Wu Jiangxin Dong Jinshan Pan DiffM 87 0 0 06 Feb 2025
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 34 4 0 24 Feb 2024
A generative model for surrogates of spatial-temporal wildfire nowcasting Sibo Cheng Yike Guo Rossella Arcucci SyDa AI4CE 30 7 0 05 Aug 2023
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency Cong Wang Jin-shan Pan Wanyu Lin Jiangxin Dong Xiaomei Wu VLM MDE 34 39 0 13 Mar 2023
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention Zixuan Chen Zewei He Zhe-ming Lu 37 179 0 12 Jan 2023
Rethinking Generative Methods for Image Restoration in Physics-based Vision: A Theoretical Analysis from the Perspective of Information Xudong Kang H. Xie Man-Leung Wong J. Qin 36 0 0 05 Dec 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 38 144 0 22 Nov 2022
Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration Xin Feng Haobo Ji Wenjie Pei Fanglin Chen Guangming Lu 34 4 0 16 Jul 2022
Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement Cong Wang Jin-shan Pan Xiaomei Wu ViT 41 4 0 16 Jul 2022
Online-updated High-order Collaborative Networks for Single Image Deraining Cong Wang Jin-shan Pan Xiaomei Wu 42 23 0 14 Feb 2022
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 34 30 0 17 Nov 2021
Manifold-preserved GANs Haozhe Liu Hanbang Liang Xianxu Hou Haoqian Wu Feng Liu Linlin Shen 54 5 0 18 Sep 2021
CoMoGAN: continuous model-guided image-to-image translation Fabio Pizzati Pietro Cerri Raoul de Charette VLM 51 41 0 11 Mar 2021
Generative and Discriminative Learning for Distorted Image Restoration Yi Gu Yuting Gao Jiyang Li Chentao Wu Weijia Jia 35 1 0 11 Nov 2020
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal Cong Wang Xiaoying Xing Zhixun Su Junyang Chen 17 114 0 03 Aug 2020
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles X. Jia J. Willard Anuj Karpatne J. Read Jacob Aaron Zwart M. Steinbach Vipin Kumar AI4CE PINN 26 207 0 28 Jan 2020
Customized OCT images compression scheme with deep neural network Pengfei Guo Dawei Li Xingde Li MedIm 16 0 0 24 Aug 2019
An Effective Two-Branch Model-Based Deep Network for Single Image Deraining Yinglong Wang Dong Gong Jie Yang Javen Qinfeng Shi Anton Van Den Hengel Dehua Xie Bing Zeng 31 9 0 14 May 2019
Deep Shape from Polarization Yunhao Ba Alex Ross Gilbert Franklin Wang Jinfa Yang Rui Chen Yiqin Wang Lei Yan Boxin Shi A. Kadambi 27 14 0 25 Mar 2019
FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals U. Ciftci Ilke Demir 45 373 0 08 Jan 2019
Blind Motion Deblurring with Cycle Generative Adversarial Networks Quan Yuan Junxia Li Lingwei Zhang Zhefu Wu Guangyu Liu GAN 26 19 0 07 Jan 2019
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 146 989 0 25 Sep 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 234 5,180 0 16 Sep 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 119 2,403 0 28 Jan 2016