3D Face Regulation Based on Surface Deformation

被引：0
|
作者：
Ge, Yun [1 ]
Yin, Baicai [1 ]
Sun, Yanfeng [1 ]
Tang, Hengliang [1 ]
机构：
[1] Beijing Univ Technol, Coll Comp Sci & Technol, Beijing Key Lab Multimedia & Intelligent Software, Beijing, Peoples R China
来源：
2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM) | 2012年
关键词：
Sample regulation; Closet point match; TPS; 3D Face sample;
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：
3D face database is an important data platform for model training, algorithm design. Especially for these researches based on statistical learning method, the algorithm performance has a great dependency on training sample set. Subject to the constraint of data acquisition equipment the data structure of current 3D face samples are different. It is incontinent to use these samples without regulation. To solve this problem, this paper presents an regulating method for existing 3D databases based on surface deformation. The experiment results show that the proposed method has good performance on face regulation.
引用
收藏
页数：4
相关论文
共 50 条
  • [41] 3D Transformation Based Feature Extraction and Selection for 3D Face Recognition
    Gunlu, Goksel
    Bilge, Hasan Sakir
    2009 IEEE 17TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, VOLS 1 AND 2, 2009, : 674 - +
  • [42] 3D Face Recognition by Collaborative Representation Based on Face Feature
    Zang, Huaijuan
    Zhan, Shu
    Zhang, Mingjun
    Zhao, Jingjing
    Liang, Zhicheng
    BIOMETRIC RECOGNITION (CCBR 2014), 2014, 8833 : 182 - 190
  • [43] Face-voice authentication based on 3D face models
    Chetty, G
    Wagner, M
    COMPUTER VISION - ACCV 2006, PT I, 2006, 3851 : 559 - 568
  • [44] A novel face recognition method based on 3D face model
    Liu Zhifang
    Wang Yunqiong
    You Zhisheng
    Zhao Minghua
    2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-5, 2007, : 439 - 444
  • [45] 3D face recognition algorithm based on adaptive face cutting
    Deng X.
    Da F.
    Yang Q.
    Dongnan Daxue Xuebao, 2 (260-264): : 260 - 264
  • [46] 3D Face Alignment and Face Reconstruction Based on Image Sequence
    Wei, Yao
    Qiao, Biao
    Wang, Huabin
    Zhang, Mengxin
    Liu, Shijun
    Tao, Liang
    Proceedings of SPIE - The International Society for Optical Engineering, 2022, 12342
  • [47] 3D deformation design method for prosthetic dental surface based on feature mapping
    Zheng, Shuxian
    Li, Jia
    Sun, Qingfeng
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2011, 47 (03): : 129 - 134
  • [48] 3D face matching using the surface interpenetration measure
    Bellon, ORP
    Silva, L
    Queirolo, CC
    IMAGE ANALYSIS AND PROCESSING - ICIAP 2005, PROCEEDINGS, 2005, 3617 : 1051 - 1058
  • [49] Surface measures for accuracy evaluation in 3d face reconstruction
    Mestetskiy, Leonid M.
    Dyshkant, Natalia F.
    Gordeev, Dmitry
    Kumari, M. Sharmila
    Shekar, B. H.
    PATTERN RECOGNITION, 2012, 45 (10) : 3583 - 3589
  • [50] 3D Face Recognition by Surface Classification Image and PCA
    Lei Yunqi
    Chen Dongjie
    Yuan Meiling
    Li Qingmin
    Shi Zhenxiang
    2009 SECOND INTERNATIONAL CONFERENCE ON MACHINE VISION, PROCEEDINGS, ( ICMV 2009), 2009, : 145 - 149
12345