A state-of-the-art review on image synthesis with generative adversarial networks

L Wang, W Chen, W Yang, F Bi, FR Yu - Ieee Access, 2020 - ieeexplore.ieee.org
Generative Adversarial Networks (GANs) have achieved impressive results in various image
synthesis tasks, and are becoming a hot topic in computer vision research because of the …

Maskgan: Towards diverse and interactive facial image manipulation

CH Lee, Z Liu, L Wu, P Luo - Proceedings of the IEEE/CVF …, 2020 - openaccess.thecvf.com
Facial image manipulation has achieved great progress in recent years. However, previous
methods either operate on a predefined set of face attributes or leave users little freedom to …

Talk-to-edit: Fine-grained facial editing via dialog

Y Jiang, Z Huang, X Pan, CC Loy… - Proceedings of the …, 2021 - openaccess.thecvf.com
Facial editing is an important task in vision and graphics with numerous applications.
However, existing works are incapable to deliver a continuous and fine-grained editing …

Rotate-and-render: Unsupervised photorealistic face rotation from single-view images

H Zhou, J Liu, Z Liu, Y Liu… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Though face rotation has achieved rapid progress in recent years, the lack of high-quality
paired training data remains a great hurdle for existing methods. The current generative …

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 …

L2m-gan: Learning to manipulate latent space semantics for facial attribute editing

G Yang, N Fei, M Ding, G Liu, Z Lu… - Proceedings of the …, 2021 - openaccess.thecvf.com
A deep facial attribute editing model strives to meet two requirements:(1) attribute
correctness--the target attribute should correctly appear on the edited face image;(2) …

Megane: Morphable eyeglass and avatar network

J Li, S Saito, T Simon, S Lombardi… - Proceedings of the …, 2023 - openaccess.thecvf.com
Eyeglasses play an important role in the perception of identity. Authentic virtual
representations of faces can benefit greatly from their inclusion. However, modeling the …

Talk-to-edit: Fine-grained 2d and 3d facial editing via dialog

Y Jiang, Z Huang, T Wu, X Pan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Facial editing is to manipulate the facial attributes of a given face image. Nowadays, with the
development of generative models, users can easily generate 2D and 3D facial images with …

Saliency-guided image translation

L Jiang, M Xu, X Wang, L Sigal - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
In this paper, we propose a novel task for saliency-guided image translation, with the goal of
image-to-image translation conditioned on the user specified saliency map. To address this …

One-shot face reenactment

Y Zhang, S Zhang, Y He, C Li, CC Loy, Z Liu - arXiv preprint arXiv …, 2019 - arxiv.org
To enable realistic shape (eg pose and expression) transfer, existing face reenactment
methods rely on a set of target faces for learning subject-specific traits. However, in real …