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ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence

https://doi.org/10.1109/fg47880.2020.00012

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01240-3_14openalex-snapshot

Face Super-Resolution Guided by Facial Component Heatmaps

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Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks

inferredcites →https://doi.org/10.1007/978-3-319-46487-9_6openalex-snapshot

MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition

inferredcites →https://doi.org/10.1007/s10851-012-0410-7openalex-snapshot

A Linear Systems Approach to Imaging Through Turbulence

inferredcites →https://doi.org/10.1007/s10915-018-0833-4openalex-snapshot

Variational Models for Joint Subsampling and Reconstruction of Turbulence-Degraded Images

inferredcites →https://doi.org/10.1088/1361-6420/ab0e4bopenalex-snapshot

Restoration of atmospheric turbulence-distorted images via RPCA and quasiconformal maps

inferredcites →https://doi.org/10.1109/btas.2017.8272731openalex-snapshot

UMDFaces: An annotated face dataset for training deep networks

inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

inferredcites →https://doi.org/10.1109/cvpr.2010.5540158openalex-snapshot

Efficient filter flow for space-variant multiframe blind deconvolution

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2017.632openalex-snapshot

Image-to-Image Translation with Conditional Adversarial Networks

inferredcites →https://doi.org/10.1109/cvpr.2018.00101openalex-snapshot

Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes

inferredcites →https://doi.org/10.1109/cvpr.2018.00264openalex-snapshot

FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors

inferredcites →https://doi.org/10.1109/cvpr.2018.00854openalex-snapshot

DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks

inferredcites →https://doi.org/10.1109/cvpr.2018.00862openalex-snapshot

Deep Semantic Face Deblurring

inferredcites →https://doi.org/10.1109/cvpr.2019.01047openalex-snapshot

Unsupervised Domain-Specific Deblurring via Disentangled Representations

inferredcites →https://doi.org/10.1109/cvprw.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

inferredcites →https://doi.org/10.1109/cvprw.2017.250openalex-snapshot

AgeDB: The First Manually Collected, In-the-Wild Age Database

inferredcites →https://doi.org/10.1109/cvprw.2017.252openalex-snapshot

Deep Face Deblurring

inferredcites →https://doi.org/10.1109/fg.2018.00020openalex-snapshot

VGGFace2: A Dataset for Recognising Faces across Pose and Age

inferredcites →https://doi.org/10.1109/icb2018.2018.00033openalex-snapshot

IARPA Janus Benchmark - C: Face Dataset and Protocol

inferredcites →https://doi.org/10.1109/iccvw.2017.224openalex-snapshot

High Performance Large Scale Face Recognition with Multi-cognition Softmax and Feature Retrieval

inferredcites →https://doi.org/10.1109/tip.2016.2598638openalex-snapshot

Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression

inferredcites →https://doi.org/10.1109/tpami.2012.82openalex-snapshot

Removing Atmospheric Turbulence via Space-Invariant Deconvolution

inferredcites →https://doi.org/10.1109/tpami.2012.97openalex-snapshot

Simultaneous Video Stabilization and Moving Object Detection in Turbulence

inferredcites →https://doi.org/10.1109/wacv.2016.7477558openalex-snapshot

Frontal to profile face verification in the wild

inferredcites →https://doi.org/10.1117/12.828332openalex-snapshot

Automated video enhancement from a stream of atmospherically-distorted images: the lucky-region fusion approach

inferredcites →https://doi.org/10.1201/b19712openalex-snapshot

Principles of Adaptive Optics

inferredcites →https://doi.org/10.1364/ao.15.000622openalex-snapshot

Atmospheric turbulence compensation using coherent optical adaptive techniques

inferredcites →https://doi.org/10.1364/ao.53.001181openalex-snapshot

Detecting and tracking moving objects in long-distance imaging through turbulent medium

inferredcites →https://doi.org/10.1364/ao.55.005082openalex-snapshot

Restoring atmospheric-turbulence-degraded images

inferredcites →https://doi.org/10.1364/josa.54.000052openalex-snapshot

Modulation Transfer Function Associated with Image Transmission through Turbulent Media

inferredcites →https://doi.org/10.1364/josaa.18.001312openalex-snapshot

Anisoplanatic imaging through turbulent media: image recovery by local information fusion from a set of short-exposure images

inferredcites →https://doi.org/10.3934/ipi.2013.7.839openalex-snapshot

Video stabilization of atmospheric turbulence distortion

inferredcites →https://doi.org/10.4230/oasics.dx.2026.15openalex-snapshot

AutoResearch Lite: a reproducible paper-inspired experiment runner (Adam mechanism reproduction and convergence-speed comparison)

inferredcites →https://doi.org/10.4310/mcgd.2020.v1.n1.a1openalex-snapshot

Subsampled turbulence removal network

inferredcites →https://doi.org/10.4310/mcgd.2021.v1.n1.a1openalex-snapshot

Subsampled turbulence removal network

inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot

Very Deep Convolutional Networks for Large-Scale Image Recognition

inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot

Adam: A Method for Stochastic Optimization

inferredcites →https://doi.org/10.48550/arxiv.1505.00853openalex-snapshot

Empirical Evaluation of Rectified Activations in Convolutional Network

inferredcites →https://doi.org/10.48550/arxiv.1511.06434openalex-snapshot

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1607.08022openalex-snapshot

Instance Normalization: The Missing Ingredient for Fast Stylization

inferredcites →https://doi.org/10.48550/arxiv.1701.07875openalex-snapshot

Wasserstein GAN

inferredcites →https://doi.org/10.48550/arxiv.1708.08197openalex-snapshot

Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments

inferredcites →https://doi.org/10.5201/ipol.2014.105openalex-snapshot

Implementation of the Centroid Method for the Correction of Turbulence

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4622123openalex-extracted

An Adaptive Method for Turbulence-Degraded Image Restoration

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Smart access control system by using sparse representation features

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Remote Face Recognition

inferred← citeshttps://doi.org/10.1007/978-3-031-43567-6_1openalex-snapshot

Face Recognition Research and Development

inferred← citeshttps://doi.org/10.1007/978-3-642-27739-9_1514-1openalex-snapshot

Remote Face Recognition

inferred← citeshttps://doi.org/10.1007/978-981-99-1431-9_13openalex-snapshot

Recent Developments in Generative Adversarial Networks

inferred← citeshttps://doi.org/10.1007/s10462-024-11086-6openalex-snapshot

Deep learning techniques for atmospheric turbulence removal: a review

inferred← citeshttps://doi.org/10.1007/s11263-022-01584-xopenalex-snapshot

Atmospheric Turbulence Removal in Long-Range Imaging Using a Data-Driven-Based Approach

inferred← citeshttps://doi.org/10.1016/j.cviu.2025.104293openalex-snapshot

Beyond shadows and light: Odyssey of face recognition for social good

inferred← citeshttps://doi.org/10.1049/ipr2.13312openalex-snapshot

An adaptive lucky imaging method for turbulence‐degraded image restoration

inferred← citeshttps://doi.org/10.1109/access.2024.3385782openalex-snapshot

DaliID: Distortion-Adaptive Learned Invariance for Identification—A Robust Technique for Face Recognition and Person Re-Identification

inferred← citeshttps://doi.org/10.1109/access.2024.3499957openalex-snapshot

Semi-Supervised Atmospheric Turbulence Mitigation Based on Hybrid Models

inferred← citeshttps://doi.org/10.1109/avss65446.2025.11149942openalex-snapshot

MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability

inferred← citeshttps://doi.org/10.1109/cvprw56347.2022.00168openalex-snapshot

On the Effect of Atmospheric Turbulence in the Feature Space of Deep Face Recognition

inferred← citeshttps://doi.org/10.1109/fg57933.2023.10042572openalex-snapshot

Multi-Modal Human Authentication Using Silhouettes, Gait and RGB

inferred← citeshttps://doi.org/10.1109/iccv51070.2023.01118openalex-snapshot

Physics-Driven Turbulence Image Restoration with Stochastic Refinement

inferred← citeshttps://doi.org/10.1109/icip42928.2021.9506125openalex-snapshot

Confidence Guided Network For Atmospheric Turbulence Mitigation

inferred← citeshttps://doi.org/10.1109/icip42928.2021.9506614openalex-snapshot

Learning to Restore Images Degraded by Atmospheric Turbulence Using Uncertainty

inferred← citeshttps://doi.org/10.1109/icip46576.2022.9897969openalex-snapshot

A Comparison of Different Atmospheric Turbulence Simulation Methods for Image Restoration

inferred← citeshttps://doi.org/10.1109/ijcb57857.2023.10448696openalex-snapshot

DOERS: Distant Observation Enhancement and Recognition System

inferred← citeshttps://doi.org/10.1109/ijcb57857.2023.10448879openalex-snapshot

Weakly Supervised Face and Whole Body Recognition in Turbulent Environments

inferred← citeshttps://doi.org/10.1109/ijcb57857.2023.10449024openalex-snapshot

ATDetect: Face Detection and Keypoint Extraction at Range and Altitude

inferred← citeshttps://doi.org/10.1109/ijcb62174.2024.10744529openalex-snapshot

Enhancing Face Recognition in Low-Quality Images Based on Restoration and 3D Multiview Generation

inferred← citeshttps://doi.org/10.1109/jsait.2023.3234225openalex-snapshot

TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution With Applications to Imaging Through Turbulence

inferred← citeshttps://doi.org/10.1109/jstsp.2021.3050979openalex-snapshot

Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images

inferred← citeshttps://doi.org/10.1109/jstsp.2023.3238552openalex-snapshot

LTT-GAN: Looking Through Turbulence by Inverting GANs

inferred← citeshttps://doi.org/10.1109/tbiom.2021.3058316openalex-snapshot

ATFaceGAN: Single Face Semantic Aware Image Restoration and Recognition From Atmospheric Turbulence

inferred← citeshttps://doi.org/10.1109/tbiom.2022.3169697openalex-snapshot

CNN-Based Restoration of a Single Face Image Degraded by Atmospheric Turbulence

inferred← citeshttps://doi.org/10.1109/tce.2025.3528544openalex-snapshot

Image Registration and Deep Neurofuzzy Networks for Mitigating Atmospheric Turbulence Effects in Consumer-Based Optical Imaging

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FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude

inferred← citeshttps://doi.org/10.1364/josaa.482603openalex-snapshot

Turbulence video simulation using the spatiotemporal cross correlation of distortion fields

inferred← citeshttps://doi.org/10.1364/josaa.514892openalex-snapshot

Simulating a turbulent video affected by spatiotemporally varying blur and tilt using temporal cross correlation of intermodal Zernike coefficients

inferred← citeshttps://doi.org/10.1364/oe.524559openalex-snapshot

Semi-supervised correction model for turbulence-distorted images

inferred← citeshttps://doi.org/10.23919/eusipco58844.2023.10289748openalex-snapshot

Object Recognition in Atmospheric Turbulence Scenes

inferred← citeshttps://doi.org/10.3390/math10091522openalex-snapshot

A Survey on Face and Body Based Human Recognition Robust to Image Blurring and Low Illumination

inferred← citeshttps://doi.org/10.3390/s23218815openalex-snapshot

Atmospheric Turbulence Degraded Video Restoration with Recurrent GAN (ATVR-GAN)

inferred← citeshttps://doi.org/10.3788/lop232347openalex-snapshot

基于网格网络的大气湍流退化图像复原

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大气湍流图像模拟及校正方法研究进展（特邀）

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基于多尺度共轭梯度展开网络的大气湍流退化图像复原

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GANs with Variational Entropy Regularizers: Applications in Mitigating the Mode-Collapse Issue

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