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 …
synthesis tasks, and are becoming a hot topic in computer vision research because of the …
Maskgan: Towards diverse and interactive facial image manipulation
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 …
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
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 …
However, existing works are incapable to deliver a continuous and fine-grained editing …
Rotate-and-render: Unsupervised photorealistic face rotation from single-view images
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 …
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 …
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
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) …
correctness--the target attribute should correctly appear on the edited face image;(2) …
Megane: Morphable eyeglass and avatar network
Eyeglasses play an important role in the perception of identity. Authentic virtual
representations of faces can benefit greatly from their inclusion. However, modeling the …
representations of faces can benefit greatly from their inclusion. However, modeling the …
Talk-to-edit: Fine-grained 2d and 3d facial editing via dialog
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 …
development of generative models, users can easily generate 2D and 3D facial images with …
Saliency-guided image translation
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 …
image-to-image translation conditioned on the user specified saliency map. To address this …
One-shot face reenactment
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 …
methods rely on a set of target faces for learning subject-specific traits. However, in real …