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A Survey on Face‐Swapping Methods for Identity Manipulation in Deepfake Applications
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/widm.1520openalex-snapshot
Deepfake detection using deep learning methods: A systematic and comprehensive review
inferredcites →https://doi.org/10.1007/978-3-030-01261-8_20openalex-snapshot
BiSeNet: Bilateral Segmentation Network for Real-Time Semantic Segmentation
inferredcites →https://doi.org/10.1007/978-3-030-01264-9_33openalex-snapshot
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network
inferredcites →https://doi.org/10.1007/978-3-030-51328-3_33openalex-snapshot
Deepfakes for the Good: A Beneficial Application of Contentious Artificial Intelligence Technology
inferredcites →https://doi.org/10.1007/978-3-030-58517-4_42openalex-snapshot
Neural Voice Puppetry: Audio-Driven Facial Reenactment
inferredcites →https://doi.org/10.1007/978-3-031-19787-1_5openalex-snapshot
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation
inferredcites →https://doi.org/10.1007/978-3-031-24349-3_4openalex-snapshot
Generative Networks and the AutoEncoder
inferredcites →https://doi.org/10.1007/978-3-642-54851-2_1openalex-snapshot
Active Shape Model and Its Application to Face Alignment
inferredcites →https://doi.org/10.1007/s00371-024-03414-2openalex-snapshot
Fast face swapping with high-fidelity lightweight generator assisted by online knowledge distillation
inferredcites →https://doi.org/10.1007/s11263-019-01210-3openalex-snapshot
GANimation: One-Shot Anatomically Consistent Facial Animation
inferredcites →https://doi.org/10.1016/j.bushor.2019.11.006openalex-snapshot
Deepfakes: Trick or treat?
inferredcites →https://doi.org/10.1016/j.cosrev.2021.100379openalex-snapshot
A survey on deep learning and its applications
inferredcites →https://doi.org/10.1016/j.cviu.2023.103806openalex-snapshot
Face Identity and Expression Consistency for Game Character Face Swapping
inferredcites →https://doi.org/10.1016/j.ins.2023.119352openalex-snapshot
HolisticDFD: Infusing spatiotemporal transformer embeddings for deepfake detection
inferredcites →https://doi.org/10.1016/j.jvcir.2021.103152openalex-snapshot
Facial parts swapping with generative adversarial networks
inferredcites →https://doi.org/10.1016/j.neucom.2024.128128openalex-snapshot
Feature fusion Vision Transformers using MLP-Mixer for enhanced deepfake detection
inferredcites →https://doi.org/10.1016/j.patcog.2023.109628openalex-snapshot
Deepfacelab: Integrated, flexible and extensible face-swapping framework
inferredcites →https://doi.org/10.1016/j.patcog.2025.111451openalex-snapshot
DiffFace: Diffusion-based face swapping with facial guidance
inferredcites →https://doi.org/10.1049/el:20080522openalex-snapshot
Scope of validity of PSNR in image/video quality assessment
inferredcites →https://doi.org/10.1080/13683500.2020.1738357openalex-snapshot
Deepfake: a social construction of technology perspective
inferredcites →https://doi.org/10.1109/34.88573openalex-snapshot
Least-squares estimation of transformation parameters between two point patterns
inferredcites →https://doi.org/10.1109/access.2020.3041847openalex-snapshot
F-2D-QPCA: A Quaternion Principal Component Analysis Method for Color Face Recognition
inferredcites →https://doi.org/10.1109/access.2022.3185733openalex-snapshot
PattGAN: Pluralistic Facial Attribute Editing
inferredcites →https://doi.org/10.1109/access.2022.3196668openalex-snapshot
GHOST—A New Face Swap Approach for Image and Video Domains
inferredcites →https://doi.org/10.1109/access.2022.3231480openalex-snapshot
Deepfake Audio Detection via MFCC Features Using Machine Learning
inferredcites →https://doi.org/10.1109/access.2023.3308515openalex-snapshot
Deepfake Detection on Social Media: Leveraging Deep Learning and FastText Embeddings for Identifying Machine-Generated Tweets
inferredcites →https://doi.org/10.1109/access.2023.3324403openalex-snapshot
DeepFake on Face and Expression Swap: A Review
inferredcites →https://doi.org/10.1109/access.2023.3346273openalex-snapshot
A Review of Generative Adversarial Networks (GANs) and Its Applications in a Wide Variety of Disciplines: From Medical to Remote Sensing
inferredcites →https://doi.org/10.1109/access.2024.3353785openalex-snapshot
Coexistence of Deepfake Defenses: Addressing the Poisoning Challenge
inferredcites →https://doi.org/10.1109/access.2024.3420452openalex-snapshot
Privacy-Preserving Face and Hair Swapping in Real-Time With a GAN-Generated Face Image
inferredcites →https://doi.org/10.1109/cvmp.2009.29openalex-snapshot
Creating a Photoreal Digital Actor: The Digital Emily Project
inferredcites →https://doi.org/10.1109/cvpr.2015.7298682openalex-snapshot
FaceNet: A unified embedding for face recognition and clustering
inferredcites →https://doi.org/10.1109/cvpr.2016.262openalex-snapshot
Face2Face: Real-Time Face Capture and Reenactment of RGB Videos
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.106openalex-snapshot
Feature Pyramid Networks for Object Detection
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.2018.00068openalex-snapshot
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
inferredcites →https://doi.org/10.1109/cvpr.2018.00552openalex-snapshot
CosFace: Large Margin Cosine Loss for Deep Face Recognition
inferredcites →https://doi.org/10.1109/cvpr.2018.00702openalex-snapshot
Towards Open-Set Identity Preserving Face Synthesis
inferredcites →https://doi.org/10.1109/cvpr.2018.00917openalex-snapshot
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
inferredcites →https://doi.org/10.1109/cvpr.2019.00453openalex-snapshot
A Style-Based Generator Architecture for Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/cvpr.2019.00482openalex-snapshot
ArcFace: Additive Angular Margin Loss for Deep Face Recognition
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00771openalex-snapshot
Deep Image Spatial Transformation for Person Image Generation
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00813openalex-snapshot
Analyzing and Improving the Image Quality of StyleGAN
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00232openalex-snapshot
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00480openalex-snapshot
One Shot Face Swapping on Megapixels
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00905openalex-snapshot
Towards Real-World Blind Face Restoration with Generative Facial Prior
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00748openalex-snapshot
Region-Aware Face Swapping
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00749openalex-snapshot
High-resolution Face Swapping via Latent Semantics Disentanglement
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01051openalex-snapshot
Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness
inferredcites →https://doi.org/10.1109/cvprw.2017.254openalex-snapshot
Deep Alignment Network: A Convolutional Neural Network for Robust Face Alignment
inferredcites →https://doi.org/10.1109/cvprw.2018.00281openalex-snapshot
Fine-Grained Head Pose Estimation Without Keypoints
inferredcites →https://doi.org/10.1109/cvprw.2019.00038openalex-snapshot
Accurate 3D Face Reconstruction With Weakly-Supervised Learning: From Single Image to Image Set
inferredcites →https://doi.org/10.1109/cvprw59228.2023.00074openalex-snapshot
Face Transformer: Towards High Fidelity and Accurate Face Swapping
inferredcites →https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927820openalex-snapshot
A GAN-Based Framework For High-Fidelity Face Swapping
inferredcites →https://doi.org/10.1109/fg.2018.00019openalex-snapshot
OpenFace 2.0: Facial Behavior Analysis Toolkit
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/fg.2018.00024openalex-snapshot
On Face Segmentation, Face Swapping, and Face Perception
inferredcites →https://doi.org/10.1109/fg57933.2023.10042556openalex-snapshot
TransFS: Face Swapping Using Transformer
inferredcites →https://doi.org/10.1109/icb2018.2018.00033openalex-snapshot
IARPA Janus Benchmark - C: Face Dataset and Protocol
inferredcites →https://doi.org/10.1109/iccv.2015.425openalex-snapshot
Deep Learning Face Attributes in the Wild
inferredcites →https://doi.org/10.1109/iccv.2017.116openalex-snapshot
How Far are We from Solving the 2D & 3D Face Alignment Problem? (and a Dataset of 230,000 3D Facial Landmarks)
inferredcites →https://doi.org/10.1109/iccv.2017.244openalex-snapshot
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
inferredcites →https://doi.org/10.1109/iccv.2017.30openalex-snapshot
S^3FD: Single Shot Scale-Invariant Face Detector
inferredcites →https://doi.org/10.1109/iccv.2017.397openalex-snapshot
Fast Face-Swap Using Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/iccv.2019.00728openalex-snapshot
FSGAN: Subject Agnostic Face Swapping and Reenactment
inferredcites →https://doi.org/10.1109/iccv.2019.00955openalex-snapshot
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
inferredcites →https://doi.org/10.1109/iccv51070.2023.00702openalex-snapshot
BlendFace: Re-designing Identity Encoders for Face-Swapping
inferredcites →https://doi.org/10.1109/ismar-adjunct60411.2023.00155openalex-snapshot
Into the Portraits: Face Swapping System for Art Gallery Visitors
inferredcites →https://doi.org/10.1109/jas.2020.1003390openalex-snapshot
MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism
inferredcites →https://doi.org/10.1109/jiot.2023.3337128openalex-snapshot
Robust Frame-Level Detection for Deepfake Videos With Lightweight Bayesian Inference Weighting
inferredcites →https://doi.org/10.1109/lsp.2016.2603342openalex-snapshot
Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks
inferredcites →https://doi.org/10.1109/lsp.2024.3433596openalex-snapshot
AVT$^{2}$-DWF: Improving Deepfake Detection With Audio-Visual Fusion and Dynamic Weighting Strategies
inferredcites →https://doi.org/10.1109/lsp.2024.3438101openalex-snapshot
Dual-Task Mutual Learning With QPHFM Watermarking for Deepfake Detection
inferredcites →https://doi.org/10.1109/taffc.2018.2880201openalex-snapshot
Facial Expression Recognition with Identity and Emotion Joint Learning
inferredcites →https://doi.org/10.1109/tbiom.2022.3201887openalex-snapshot
Motion Magnified 3-D Residual-in-Dense Network for DeepFake Detection
inferredcites →https://doi.org/10.1109/tcsvt.2021.3089724openalex-snapshot
AP-GAN: Improving Attribute Preservation in Video Face Swapping
inferredcites →https://doi.org/10.1109/tcsvt.2021.3106047openalex-snapshot
A Unified Framework for High Fidelity Face Swap and Expression Reenactment
inferredcites →https://doi.org/10.1109/tcsvt.2021.3130196openalex-snapshot
SwapInpaint: Identity-Specific Face Inpainting With Identity Swapping
inferredcites →https://doi.org/10.1109/tcsvt.2023.3309899openalex-snapshot
PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection
inferredcites →https://doi.org/10.1109/tcsvt.2024.3349909openalex-snapshot
Identity-Aware Variational Autoencoder for Face Swapping
inferredcites →https://doi.org/10.1109/tifs.2024.3381823openalex-snapshot
Where Deepfakes Gaze at? Spatial–Temporal Gaze Inconsistency Analysis for Video Face Forgery Detection
inferredcites →https://doi.org/10.1109/tip.2003.819861openalex-snapshot
Image quality assessment: from error visibility to structural similarity
inferredcites →https://doi.org/10.1109/tip.2020.3023853openalex-snapshot
Pose-Guided Person Image Synthesis in the Non-Iconic Views
inferredcites →https://doi.org/10.1109/tip.2021.3104183openalex-snapshot
PoT-GAN: Pose Transform GAN for Person Image Synthesis
inferredcites →https://doi.org/10.1109/tip.2022.3157146openalex-snapshot
ShaTure: Shape and Texture Deformation for Human Pose and Attribute Transfer
inferredcites →https://doi.org/10.1109/tmm.2022.3142387openalex-snapshot
Audio-Driven Talking Face Video Generation With Dynamic Convolution Kernels
inferredcites →https://doi.org/10.1109/tmm.2022.3182509openalex-snapshot
Unsupervised Learning-Based Framework for Deepfake Video Detection
inferredcites →https://doi.org/10.1109/tmm.2023.3313256openalex-snapshot
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection
inferredcites →https://doi.org/10.1109/tmm.2024.3354573openalex-snapshot
An Efficient Attribute-Preserving Framework for Face Swapping
inferredcites →https://doi.org/10.1109/tmm.2024.3369853openalex-snapshot
StableSwap: Stable Face Swapping in a Shared and Controllable Latent Space
inferredcites →https://doi.org/10.1109/tpami.2019.2929257openalex-snapshot
OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields
inferredcites →https://doi.org/10.1109/tpami.2022.3155571openalex-snapshot
FSGANv2: Improved Subject Agnostic Face Swapping and Reenactment
inferredcites →https://doi.org/10.1109/tpami.2023.3307156openalex-snapshot
SimSwap++: Towards Faster and High-Quality Identity Swapping
inferredcites →https://doi.org/10.1109/tvcg.2023.3253184openalex-snapshot
ReenactArtFace: Artistic Face Image Reenactment
inferredcites →https://doi.org/10.1109/wacv56688.2023.00345openalex-snapshot
FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping
inferredcites →https://doi.org/10.1109/wacv56688.2023.00355openalex-snapshot
FastSwap: A Lightweight One-Stage Framework for Real-Time Face Swapping
inferredcites →https://doi.org/10.1111/cgf.14062openalex-snapshot
High‐Resolution Neural Face Swapping for Visual Effects
inferredcites →https://doi.org/10.1111/j.1467-8659.2004.00799.xopenalex-snapshot
Exchanging Faces in Images
inferredcites →https://doi.org/10.1145/3306346.3323028openalex-snapshot
Text-based editing of talking-head video
inferredcites →https://doi.org/10.1145/3425780openalex-snapshot
The Creation and Detection of Deepfakes
inferredcites →https://doi.org/10.1145/3474085.3475436openalex-snapshot
Diverse Image Inpainting with Bidirectional and Autoregressive Transformers
inferredcites →https://doi.org/10.1145/3575656openalex-snapshot
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis
inferredcites →https://doi.org/10.1145/3603173openalex-snapshot
XimSwap: Many-to-Many Face Swapping for TinyML
inferredcites →https://doi.org/10.21437/interspeech.2018-1929openalex-snapshot
VoxCeleb2: Deep Speaker Recognition
inferredcites →https://doi.org/10.24963/ijcai.2021/157openalex-snapshot
HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping
inferredcites →https://doi.org/10.3390/app13116711openalex-snapshot
Quick Overview of Face Swap Deep Fakes
inferredcites →https://doi.org/10.3390/app14052149openalex-snapshot
Fast Fake: Easy-to-Train Face Swap Model
inferredcites →https://doi.org/10.3390/electronics12010218openalex-snapshot
Human-Computer Interaction System: A Survey of Talking-Head Generation
inferredcites →https://doi.org/10.3390/electronics12163407openalex-snapshot
Digital Face Manipulation Creation and Detection: A Systematic Review
inferredcites →https://doi.org/10.3390/electronics13091662openalex-snapshot
A Hybrid CNN-LSTM Approach for Precision Deepfake Image Detection Based on Transfer Learning
inferredcites →https://doi.org/10.3390/electronics13152947openalex-snapshot
Real-Time Deepfake Video Detection Using Eye Movement Analysis with a Hybrid Deep Learning Approach
inferredcites →https://doi.org/10.3390/electronics13183589openalex-snapshot
AmazingFT: A Transformer and GAN-Based Framework for Realistic Face Swapping
inferredcites →https://doi.org/10.48550/arxiv.1706.08500openalex-snapshot
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
inferredcites →https://doi.org/10.48550/arxiv.1801.05746openalex-snapshot
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation
inferredcites →https://doi.org/10.48550/arxiv.1912.13457openalex-snapshot
FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping
inferredcites →https://doi.org/10.48550/arxiv.2010.11929openalex-snapshot
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
inferredcites →https://doi.org/10.48550/arxiv.2012.12877openalex-snapshot
Training data-efficient image transformers & distillation through attention
inferredcites →https://doi.org/10.48550/arxiv.2103.11731openalex-snapshot
Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation
inferredcites →https://doi.org/10.48550/arxiv.2303.04186openalex-snapshot
End-to-end Face-swapping via Adaptive Latent Representation Learning
inferredcites →https://doi.org/10.48550/arxiv.2412.11279openalex-snapshot
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping
inferredcites →https://doi.org/10.5555/1577069.1755843openalex-snapshot
Dlib-ml: A Machine Learning Toolkit
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/s11831-026-10523-9openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/wacv61042.2026.00420openalex-snapshot
VFace: A Training-Free Approach for Diffusion-Based Video Face Swapping
inferred← citeshttps://doi.org/10.1145/3774905.3794684openalex-snapshot
Talking-Head Generation in Practice
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Enhanced Facial Realism in Personalized Diffusion Models: A Memory-Optimized DreamBooth Implementation for Consumer Hardware
inferred← citeshttps://doi.org/10.3390/biomimetics11090653openalex-snapshot
Bioinspired Adaptive-Depth Neural Growth for Deepfake Video Forensics: An Entropy-Guided State-Space Framework
inferred← citeshttps://doi.org/10.3390/electronics15184343openalex-snapshot
Explainable Spatio-Temporal Attention Framework for GAN-Based Deepfake Detection
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Deepfake Sextortion in England, Wales and Northern Ireland: A Doctrinal and Regulatory Analysis
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DeepLayer-ID: A Lightweight Multi-Domain Forensic Framework for Real-Time Deepfake Detection in Resource-Constrained UAV Sensor Platforms
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