3D Face Reconstruction with Global and Local Constraints in Double spaces

被引：0
|
作者：
Han, Lihua [1 ,2 ]
Xiao, Quan [1 ,2 ,3 ]
Wang, Shoujue [1 ,2 ]
机构：
[1] Chinese Acad Sci, Suzhou Inst Nanotech & Nanobion, Suzhou, Peoples R China
[2] Chinese Acad Sci, Beijing, Peoples R China
[3] Shenzhen Wave Grp, Suzhou R&D Ctr, Suzhou, Peoples R China
来源：
PROCEEDINGS OF 2016 23RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP) | 2016年
关键词：
3D face reconstruction; face shape space; face structure space; global constraint; local constraint; MORPHABLE MODEL; SINGLE IMAGE; SHAPE;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we proposed a new 3D face reconstruction approach to reconstruct the 3D face from a single 2D image with arbitrary pose. The proposed approach enhanced the 3D morphable model by introducing a new local face shape constraint in another space. Then, the face can be constrained in double spaces: the global face shape space and the local face structure space. The advantages of the proposed approach are: 1) it explores the global and local constraints in the double spaces; 2) it reconstructs the 3D face from a single face image with arbitrary pose. The approach is validated on BJUT 3D face database, and the 3D facial expressions are generated on FacewareHouse and FaceScurb database.
引用
收藏
页码：78 / 82
页数：5
相关论文
共 50 条
  • [1] 3D face reconstruction with local feature refinement
    [J]. 1600, (09):
  • [2] Monocular 3D Face Reconstruction with Joint 2D and 3D Constraints
    Cui, Huili
    Yang, Jing
    Lai, Yu-Kun
    Li, Kun
    [J]. ARTIFICIAL INTELLIGENCE, CICAI 2022, PT I, 2022, 13604 : 129 - 141
  • [3] Monocular face reconstruction with global and local shape constraints
    Zhang, Jian
    Tao, Dapeng
    Bian, Xiangjuan
    Zhan, Xiaosi
    [J]. NEUROCOMPUTING, 2015, 149 : 1535 - 1543
  • [4] Local or global 3D face and facial feature tracker
    Zepeda, Jose Alonso Ybanez
    Davoine, Franck
    Charbit, Maurice
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2007, : 505 - +
  • [5] Combining Local and Global Features for 3D Face Tracking
    Xiong, Pengfei
    Li, Guoqing
    Sun, Yuhang
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017), 2017, : 2529 - 2536
  • [6] 3D face reconstruction based on global ICP and improved Poisson
    Li H.
    Mei T.
    Gao Z.
    [J]. Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2023, 52 (03): : 454 - 463
  • [7] 3D face sparse reconstruction based on local linear fitting
    Liu Ding
    Xiaoqing Ding
    Chi Fang
    [J]. The Visual Computer, 2014, 30 : 189 - 200
  • [8] 3D face sparse reconstruction based on local linear fitting
    Ding, Liu
    Ding, Xiaoqing
    Fang, Chi
    [J]. VISUAL COMPUTER, 2014, 30 (02): : 189 - 200
  • [9] 3D Face Recognition Based on Local/Global Shape Description
    Li, Wenlong
    Yin, Zhouping
    Wu, Jiayong
    Xiong, Youlun
    [J]. 2009 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE, VOL 1, PROCEEDINGS, 2009, : 417 - +
  • [10] Integration of local and global geometrical cues for 3D face recognition
    Ai-Osaimi, F. R.
    Bennamoun, M.
    Mian, A.
    [J]. PATTERN RECOGNITION, 2008, 41 (03) : 1030 - 1040
12345