Fully Automatic Facial Deformation Transfer

doi:10.3390/sym12010027

	Fully Automatic Facial Deformation Transfer
	Bian, Shaojun 1,2; Zheng, Anzong 1,2; Gao, Lin 3; Maguire, Greg 2,4; Kokke, Willem 2; Macey, Jon 1; You, Lihua 1; Zhang, Jian J.1
	2020
发表期刊	SYMMETRY-BASEL
卷号	12 期号:1 页码:10
摘要	Facial Animation is a serious and ongoing challenge for the Computer Graphic industry. Because diverse and complex emotions need to be expressed by different facial deformation and animation, copying facial deformations from existing character to another is widely needed in both industry and academia, to reduce time-consuming and repetitive manual work of modeling to create the 3D shape sequences for every new character. But transfer of realistic facial animations between two 3D models is limited and inconvenient for general use. Modern deformation transfer methods require correspondences mapping, in most cases, which are tedious to get. In this paper, we present a fast and automatic approach to transfer the deformations of the facial mesh models by obtaining the 3D point-wise correspondences in the automatic manner. The key idea is that we could estimate the correspondences with different facial meshes using the robust facial landmark detection method by projecting the 3D model to the 2D image. Experiments show that without any manual labelling efforts, our method detects reliable correspondences faster and simpler compared with the state-of-the-art automatic deformation transfer method on the facial models.
关键词	face landmark detection orthographic projection point-wise correspondences automatic deformation transfer
DOI	10.3390/sym12010027
收录类别	SCI
语种	英语
资助项目	Innovate UK[KTP010860] ; EU[H2020-MSCA-RISE-2017-778035] ; China Scholarship Council
WOS研究方向	Science & Technology - Other Topics
WOS类目	Multidisciplinary Sciences
WOS记录号	WOS:000516823700027
出版者	MDPI
引用统计	被引频次：5[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/14007
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Bian, Shaojun
作者单位	1.Bournemouth Univ, Natl Ctr Comp Animat, Poole BH12 5BB, Dorset, England 2.Humain Ltd, Belfast BT1 2LA, Antrim, North Ireland 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 4.Ulster Univ, Belfast Sch Art, York St, Belfast BT15 1ED, Antrim, North Ireland
推荐引用方式 GB/T 7714	Bian, Shaojun,Zheng, Anzong,Gao, Lin,et al. Fully Automatic Facial Deformation Transfer[J]. SYMMETRY-BASEL,2020,12(1):10.
APA	Bian, Shaojun.,Zheng, Anzong.,Gao, Lin.,Maguire, Greg.,Kokke, Willem.,...&Zhang, Jian J..(2020).Fully Automatic Facial Deformation Transfer.SYMMETRY-BASEL,12(1),10.
MLA	Bian, Shaojun,et al."Fully Automatic Facial Deformation Transfer".SYMMETRY-BASEL 12.1(2020):10.