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FaceShapeGene: A Disentangled Shape Representation for Flexible Face Image Editing [article]

Sen-Zhe Xu, Hao-Zhi Huang, Shi-Min Hu, Wei Liu
2019 arXiv   pre-print
In this paper, we propose an approach to compute a disentangled shape representation for a face image, namely the FaceShapeGene.  ...  On the basis of the FaceShapeGene, a novel part-wise face image editing system is developed, which contains a shape-remix network and a conditional label-to-face transformer.  ...  In this paper, we propose a novel disentangled shape representation, namely FaceShapeGene, which supports flexible face editing manipulations.  ... 
arXiv:1905.01920v1 fatcat:xo64iczferfrdjccxlrbcx32ea

Computers and Graphics–Foreword to the Special Issue on CAD/Graphics 2021

2021 Graphics and Visual Computing  
Representation for Flexible Face Image Editing, Please Complete • CAG Blind Motion Deblurring via L0 Sparse Representation, Please Complete • G&VC Single trunk multi-scale network for micro-expression  ...  visualizations, Please Complete Faces & motion • CAG Beauty3DFaceNet: Deep Geometry and Texture Fusion for 3D Facial Attractiveness Prediction, Please Complete • G&VC FaceShapeGene: A Disentangled Shape  ... 
doi:10.1016/j.gvc.2021.200027 fatcat:pkoddporlvgu3bj6js7mtqeehy

A State-of-the-Art Review on Image Synthesis with Generative Adversarial Networks

Lei Wang, Wei Chen, Wenjia Yang, Fangming Bi, Fei Richard Yu
2020 IEEE Access  
INDEX TERMS Generative adversarial networks, image synthesis, image-to-image translation, image editing, cartoon generation.  ...  In this paper, we introduce the recent research on GANs in the field of image processing, including image synthesis, image generation, image semantic editing, image-to-image translation, image super-resolution  ...  [85] proposed a face image editing approach termed FaceShapeGene, and it can compute a disentangled shape representation for face images. The pipeline of FaceShape-Gene is shown in Fig. 37 .  ... 
doi:10.1109/access.2020.2982224 fatcat:p5uxjh4cybfw5grp6ldhkpukrm