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Awesome Make Up Transfer Awesome

A curated list of Makeup Transfer (and Hairstyles Transfer) and related resources.

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Table of Contents


Makeup Transfer

TitleVenueYearLink/ Code
Makeup Prior Models for 3D Facial Makeup Estimation and ApplicationsCVPR2024Page
SSAT ++ : A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency ConstraintJournal2023
Makeup Extraction of 3D Representation via Illumination-Aware Image DecompositionEurographics2023Page, GitHub,
RamGAN: Region Attentive Morphing GAN for Region-Level Makeup TransferECCV2022-
EleGANt: Exquisite and Locally Editable GAN for Makeup TransferECCV2022Code
SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and RemovalAAAI2022Code
SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup TransferACM MM2021
Spatially-Invariant Style-Codes Controlled Makeup TransferCVPR2021
PSGAN++: Robust Detail-Preserving Makeup Transfer and RemovalTPAMI2021
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from ExampleCVPRw2021
Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup TransferCVPR2021Page, Code
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup TransferCVPR2020GitHub
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup TransferECCVw2020Page
LADN: Local Adversarial Disentangling Network for Facial Makeup and De-MakeupICCV2019GitHub, Page
BeautyGlow: On-Demand Makeup Transfer Framework With Reversible Generative NetworkCVPR2019GitHub, Page
Content and Colour Distillation for Learning Image Translations with the Spatial Profile LossBMVC2019GitHub
BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial NetworkACM2018Tensorflow, Torch, Page
PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing MakeupCVPR2018
Makeup like a superstar: Deep Localized Makeup Transfer NetworkIJCA2016
— arXiv —
Gorgeous: Create Your Desired Character Facial Makeup from Any IdeasarXiv2024
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion ModelarXiv2024
SARA: Controllable Makeup Transfer with Spatial Alignment and Region-Adaptive NormalizationarXiv2023
BeautyREC: Robust, Efficient, and Content-preserving Makeup TransferarXiv2022Page
Semi-parametric Makeup Transfer via Semantic-aware CorrespondencearXiv2022code
Detailed Region-Adaptive Normalization for Heavy Makeup TransferarXiv2021code
Facial Attribute Transformers for Precise and Robust Makeup TransferarXiv2021
Cosmetic-Aware Makeup CleanserarXiv2020
SLGAN: Style- and Latent-guided Generative Adversarial Network for Desirable Makeup Transfer and RemovalarXiv2020
Local Facial Makeup Transfer via Disentangled RepresentationarXiv2020
Disentangled Makeup Transfer with Generative Adversarial NetworkarXiv2019GitHub

Hairstyles Transfer

TitleVenueYearLink/ Code
K-Hairstyle: A Large-scale Korean hairstyle dataset for virtual hair editing and hairstyle classificationICIP2021Page
Barbershop: GAN-based Image Compositing using Segmentation MasksSIGGRAPH2021Page,GitHub
LOHO: Latent Optimization of Hairstyles via OrthogonalizationCVPR2021GitHub
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait EditingSIGGRAPH2020GitHub
Intuitive, Interactive Beard and Hair Synthesis with Generative ModelsCVPR2020GitHub
HairNet: Single-View Hair Reconstruction using Convolutional Neural NetworksECCV2018

Datasets

NameYear#imgsLinkNote
Color-Pattern-Makeup Datasets2021577-5555GitHubw/ CPM, 4 subsets
Makeup-Wild2020772OneDrivew/ PSGAN
LADN Makeup2019635Drivew/ LADN
Makeup Transfer20183834Drivew/ BeautyGAN
Makeup Datasets2012-2017200-600Pages4 subsets
FCC Dataset201918425GitHubw/ SPL

Applications

Research Directions
Interesting Source Codes

Source code for demo, web, etc