Gan-control: Explicitly controllable gans

A Shoshan, N Bhonker… - Proceedings of the …, 2021 - openaccess.thecvf.com
We present a framework for training GANs with explicit control over generated facial images.
We are able to control the generated image by settings exact attributes such as age, pose …

Only a matter of style: Age transformation using a style-based regression model

Y Alaluf, O Patashnik, D Cohen-Or - ACM Transactions on Graphics …, 2021 - dl.acm.org
The task of age transformation illustrates the change of an individual's appearance over
time. Accurately modeling this complex transformation over an input facial image is …

A comprehensive survey on semantic facial attribute editing using generative adversarial networks

A Nickabadi, MS Fard, NM Farid… - arXiv preprint arXiv …, 2022 - arxiv.org
Generating random photo-realistic images has experienced tremendous growth during the
past few years due to the advances of the deep convolutional neural networks and …

Face age synthesis: A review on datasets, methods, and open research areas

A Kale, O Altun - Pattern Recognition, 2023 - Elsevier
Face age synthesis is the determination of how a person looks in the future or the past by
reconstructing their facial image. Determining the change in the human face over the years …

Gan-based facial attribute manipulation

Y Liu, Q Li, Q Deng, Z Sun… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Facial Attribute Manipulation (FAM) aims to aesthetically modify a given face image to
render desired attributes, which has received significant attention due to its broad practical …

Custom structure preservation in face aging

G Gomez-Trenado, S Lathuilière, P Mesejo… - … on Computer Vision, 2022 - Springer
In this work, we propose a novel architecture for face age editing that can produce structural
modifications while maintaining relevant details present in the original image. We …

Production-ready face re-aging for visual effects

G Zoss, P Chandran, E Sifakis, M Gross… - ACM Transactions on …, 2022 - dl.acm.org
Photorealistic digital re-aging of faces in video is becoming increasingly common in
entertainment and advertising. But the predominant 2D painting workflow often requires …

Re-aging gan: Toward personalized face age transformation

F Makhmudkhujaev, S Hong… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Face age transformation aims to synthesize past or future face images by reflecting the age
factor on given faces. Ideally, this task should synthesize natural-looking faces across …

Face aging via diffusion-based editing

X Chen, S Lathuilière - arXiv preprint arXiv:2309.11321, 2023 - arxiv.org
In this paper, we address the problem of face aging: generating past or future facial images
by incorporating age-related changes to the given face. Previous aging methods rely solely …

Facial attribute transformers for precise and robust makeup transfer

Z Wan, H Chen, J An, W Jiang… - Proceedings of the …, 2022 - openaccess.thecvf.com
In this paper, we address the problem of makeup transfer, which aims at transplanting the
makeup from the reference face to the source face while preserving the identity of the …