AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models

24 August 2022

Nithin Gopalakrishnan Nair

Papers citing "AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models"

21 / 21 papers shown

Title
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation Xingguang Zhang Nicholas Chimitt Xijun Wang Yu Yuan Stanley H. Chan 66 0 0 03 Apr 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 105 1 0 03 Jan 2025
Learning to restore images degraded by atmospheric turbulence using uncertainty R. Yasarla Vishal M. Patel 26 41 0 07 Jul 2022
A comparison of different atmospheric turbulence simulation methods for image restoration Nithin Gopalakrishnan Nair Kangfu Mei Vishal M. Patel 26 7 0 19 Apr 2022
LTT-GAN: Looking Through Turbulence by Inverting GANs Kangfu Mei Vishal M. Patel 80 20 0 04 Dec 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 112 706 0 06 Aug 2021
Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform Zhiyuan Mao Nicholas Chimitt Stanley H. Chan 36 69 0 24 Jul 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 148 7,639 0 11 May 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 184 3,621 0 18 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 140 1,468 0 04 Feb 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 56 440 0 11 Jan 2021
Learning to Restore a Single Face Image Degraded by Atmospheric Turbulence using CNNs R. Yasarla Vishal M. Patel CVBM 33 17 0 16 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 299 17,550 0 19 Jun 2020
ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence Chun Pong Lau Hossein Souri Rama Chellappa CVBM 37 30 0 07 Oct 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild Jiankang Deng Jiaxin Guo Yuxiang Zhou Jinke Yu I. Kotsia Stefanos Zafeiriou CVBM 3DH 60 587 0 02 May 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 508 10,500 0 12 Dec 2018
Subsampled Turbulence Removal Network W. H. Chak Chun Pong Lau L. Lui 42 35 0 12 Jul 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 297 11,610 0 11 Jan 2018
Restoration of Atmospheric Turbulence-distorted Images via RPCA and Quasiconformal Maps Chun Pong Lau Y. Lai L. Lui 39 60 0 11 Apr 2017
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 181 6,780 0 12 Mar 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 212 8,351 0 28 Nov 2014