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Awesome Make Up Transfer Awesome

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

teaser.jpg
This image is from BeautyGAN

🌱 Contributing

Please feel free to send me pull requests (or issues) to add papers/ talks/ demo etc.


Table of Contents


Makeup Transfer

Title Venue Year Link/ Code
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models NeurIPS 2024 Code
Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth CVPR 2024 Code
Makeup Prior Models for 3D Facial Makeup Estimation and Applications CVPR 2024 Page
SSAT ++ : A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency Constraint Journal 2023
Makeup Extraction of 3D Representation via Illumination-Aware Image Decomposition Eurographics 2023 Page, GitHub,
RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer ECCV 2022 -
EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer ECCV 2022 Code
SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal AAAI 2022 Code
SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer ACM MM 2021
Spatially-Invariant Style-Codes Controlled Makeup Transfer CVPR 2021
PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal TPAMI 2021
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example CVPRw 2021
Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup Transfer CVPR 2021 Page, Code
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer CVPR 2020 GitHub
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer ECCVw 2020 Page
LADN: Local Adversarial Disentangling Network for Facial Makeup and De-Makeup ICCV 2019 GitHub, Page
BeautyGlow: On-Demand Makeup Transfer Framework With Reversible Generative Network CVPR 2019 GitHub, Page
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss BMVC 2019 GitHub
BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network ACM 2018 Tensorflow, Torch, Page
PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup CVPR 2018
Makeup like a superstar: Deep Localized Makeup Transfer Network IJCA 2016
arXiv
BeautyBank: Encoding Facial Makeup in Latent Space arXiv 2024
Gorgeous: Create Your Desired Character Facial Makeup from Any Ideas arXiv 2024
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model arXiv 2024
SARA: Controllable Makeup Transfer with Spatial Alignment and Region-Adaptive Normalization arXiv 2023
BeautyREC: Robust, Efficient, and Content-preserving Makeup Transfer arXiv 2022 Page
Semi-parametric Makeup Transfer via Semantic-aware Correspondence arXiv 2022 code
Detailed Region-Adaptive Normalization for Heavy Makeup Transfer arXiv 2021 code
Facial Attribute Transformers for Precise and Robust Makeup Transfer arXiv 2021
Cosmetic-Aware Makeup Cleanser arXiv 2020
SLGAN: Style- and Latent-guided Generative Adversarial Network for Desirable Makeup Transfer and Removal arXiv 2020
Local Facial Makeup Transfer via Disentangled Representation arXiv 2020
Disentangled Makeup Transfer with Generative Adversarial Network arXiv 2019 GitHub

Hairstyles Transfer

Title Venue Year Link/ Code
K-Hairstyle: A Large-scale Korean hairstyle dataset for virtual hair editing and hairstyle classification ICIP 2021 Page
Barbershop: GAN-based Image Compositing using Segmentation Masks SIGGRAPH 2021 Page,GitHub
LOHO: Latent Optimization of Hairstyles via Orthogonalization CVPR 2021 GitHub
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing SIGGRAPH 2020 GitHub
Intuitive, Interactive Beard and Hair Synthesis with Generative Models CVPR 2020 GitHub
HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks ECCV 2018

Datasets

Name Year #imgs Link Note
Color-Pattern-Makeup Datasets 2021 577-5555 GitHub w/ CPM, 4 subsets
Makeup-Wild 2020 772 OneDrive w/ PSGAN
LADN Makeup 2019 635 Drive w/ LADN
Makeup Transfer 2018 3834 Drive w/ BeautyGAN
Makeup Datasets 2012-2017 200-600 Pages 4 subsets
FCC Dataset 2019 18425 GitHub w/ SPL

Applications

Research Directions
Interesting Source Codes

Source code for demo, web, etc

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