Style-based global appearance flow for virtual try-on
Image-based virtual try-on aims to fit an in-shop garment into a clothed person image. To
achieve this, a key step is garment warping which spatially aligns the target garment with the …
achieve this, a key step is garment warping which spatially aligns the target garment with the …
Pluralistic aging diffusion autoencoder
Face aging is an ill-posed problem because multiple plausible aging patterns may
correspond to a given input. Most existing methods often produce one deterministic …
correspond to a given input. Most existing methods often produce one deterministic …
Face age synthesis: A review on datasets, methods, and open research areas
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 …
reconstructing their facial image. Determining the change in the human face over the years …
Production-ready face re-aging for visual effects
Photorealistic digital re-aging of faces in video is becoming increasingly common in
entertainment and advertising. But the predominant 2D painting workflow often requires …
entertainment and advertising. But the predominant 2D painting workflow often requires …
Fighting malicious media data: A survey on tampering detection and deepfake detection
Online media data, in the forms of images and videos, are becoming mainstream
communication channels. However, recent advances in deep learning, particularly deep …
communication channels. However, recent advances in deep learning, particularly deep …
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 …
by incorporating age-related changes to the given face. Previous aging methods rely solely …
Agetransgan for facial age transformation with rectified performance metrics
GS Hsu, RC Xie, ZT Chen, YH Lin - European Conference on Computer …, 2022 - Springer
We propose the AgeTransGAN for facial age transformation and the improvements to the
metrics for performance evaluation. The AgeTransGAN is composed of an encoder-decoder …
metrics for performance evaluation. The AgeTransGAN is composed of an encoder-decoder …
Toward quantifiable face age transformation under attribute unbias
L Lin, T Wang, H Liu, C Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Previous works condition aging patterns utilizing one-hot or artificial predefined distributions.
Nevertheless, different age groups show different intraclass variations. This property made it …
Nevertheless, different age groups show different intraclass variations. This property made it …
Meshwgan: Mesh-to-mesh wasserstein gan with multi-task gradient penalty for 3d facial geometric age transformation
As the metaverse develops rapidly, 3D facial age transformation is attracting increasing
attention, which may bring many potential benefits to a wide variety of users, eg, 3D aging …
attention, which may bring many potential benefits to a wide variety of users, eg, 3D aging …
Child face recognition at scale: Synthetic data generation and performance benchmark
M Falkenberg, A Bensen Ottsen, M Ibsen… - Frontiers in Signal …, 2024 - frontiersin.org
We address the need for a large-scale database of children's faces by using generative
adversarial networks (GANs) and face-age progression (FAP) models to synthesize a …
adversarial networks (GANs) and face-age progression (FAP) models to synthesize a …