Digital face manipulation creation and detection: A systematic review

M Dang, TN Nguyen - Electronics, 2023 - mdpi.com
The introduction of publicly available large-scale datasets and advances in generative
adversarial networks (GANs) have revolutionized the generation of hyper-realistic facial …

Face-mask-aware facial expression recognition based on face parsing and vision transformer

B Yang, J Wu, K Ikeda, G Hattori, M Sugano… - Pattern Recognition …, 2022 - Elsevier
As wearing face masks is becoming an embedded practice due to the COVID-19 pandemic,
facial expression recognition (FER) that takes face masks into account is now a problem that …

A survey of deep facial attribute analysis

X Zheng, Y Guo, H Huang, Y Li, R He - International Journal of Computer …, 2020 - Springer
Facial attribute analysis has received considerable attention when deep learning techniques
made remarkable breakthroughs in this field over the past few years. Deep learning based …

Facial image-to-video translation by a hidden affine transformation

G Shen, W Huang, C Gan, M Tan, J Huang… - Proceedings of the 27th …, 2019 - dl.acm.org
There has been a prominent emergence of work on video prediction, aiming to extrapolate
the future video frames from the past. Existing temporal-based methods are limited to certain …

Facial synthesis from visual attributes via sketch using multiscale generators

X Di, VM Patel - … on Biometrics, Behavior, and Identity Science, 2019 - ieeexplore.ieee.org
Automatic synthesis of faces from visual attributes is an important problem in computer
vision and has wide applications in law enforcement and entertainment. With the advent of …

Disentangled representation learning of makeup portraits in the wild

Y Li, H Huang, J Cao, R He, T Tan - International Journal of Computer …, 2020 - Springer
Makeup studies have recently caught much attention in computer version. Two of the typical
tasks are makeup-invariant face verification and makeup transfer. Although having …

Face segmentor-enhanced deep feature learning for face recognition

X Cheng, J Lu, B Yuan, J Zhou - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we propose a Face Segmentor-Enhanced Network (FSENet) for face
recognition to exploit facial localized property. Most existing methods emphasize the holistic …

Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side Meta Triplet Loss

CC Chuang, CY Wang, SH Lai - 2023 IEEE 17th International …, 2023 - ieeexplore.ieee.org
With the increasing variations of face presentation attacks, model generalization becomes
an essential challenge for a practical face anti-spoofing system. This paper presents a …

Hierarchical vectorization for facial images

Q Fu, L Liu, F Hou, Y He - Computational Visual Media, 2024 - Springer
The explosive growth of social media means portrait editing and retouching are in high
demand. While portraits are commonly captured and stored as raster images, editing raster …

IntersectGAN: Learning domain intersection for generating images with multiple attributes

Z Yao, B Zhang, Z Wang, W Ouyang, D Xu… - Proceedings of the 27th …, 2019 - dl.acm.org
Generative adversarial networks (GANs) have demonstrated great success in generating
various visual content. However, images generated by existing GANs are often of attributes …