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 …
adversarial networks (GANs) have revolutionized the generation of hyper-realistic facial …
Face-mask-aware facial expression recognition based on face parsing and vision transformer
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 …
facial expression recognition (FER) that takes face masks into account is now a problem that …
A survey of deep facial attribute analysis
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 …
made remarkable breakthroughs in this field over the past few years. Deep learning based …
Facial image-to-video translation by a hidden affine transformation
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 …
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
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 …
vision and has wide applications in law enforcement and entertainment. With the advent of …
Disentangled representation learning of makeup portraits in the wild
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 …
tasks are makeup-invariant face verification and makeup transfer. Although having …
Face segmentor-enhanced deep feature learning for face recognition
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 …
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
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 …
an essential challenge for a practical face anti-spoofing system. This paper presents a …
Hierarchical vectorization for facial images
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 …
demand. While portraits are commonly captured and stored as raster images, editing raster …
IntersectGAN: Learning domain intersection for generating images with multiple attributes
Generative adversarial networks (GANs) have demonstrated great success in generating
various visual content. However, images generated by existing GANs are often of attributes …
various visual content. However, images generated by existing GANs are often of attributes …