A robust and fast face modeling system

被引:0
|
作者
Liu, ZC [1 ]
Zhang, ZY [1 ]
Adler, D [1 ]
Hanson, E [1 ]
Cohen, M [1 ]
机构
[1] Microsoft Res, Redmond, WA 98052 USA
关键词
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 describe our face modeling system which allows a user, with a PC and an ordinary video camera, to construct their own 3D face models with minimal manual work. Furthermore, the constructed face model can be animated right away. There are two technical innovations that make our system possible. The first is a robust head motion estimation algorithm that takes advantage of physical properties of the face feature points obtained from manual marking to reduce the number of unknowns. The second innovation is to fit a set of face metrics (313 deformation vectors) to the reconstructed 3D points and markers to generate a complete face geometry. We have done live demonstrations many times and constructed 3D faces for hundreds of people. The system has proven to be robust, fast, and easy to use.
引用
收藏
页码:269 / 276
页数:8
相关论文
共 50 条
  • [21] Accelerated Robust Sparse Coding for Fast Face Recognition
    Liu, Guanglu
    Yan, Yan
    Wang, Hanzi
    2012 21ST INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR 2012), 2012, : 3394 - 3397
  • [22] Fast and robust occluded face detection in ATM surveillance
    Zhang, Tao
    Li, Jingjing
    Jia, Wenjing
    Sun, Jun
    Yang, Huihua
    PATTERN RECOGNITION LETTERS, 2018, 107 : 33 - 40
  • [23] A novel approach for robust, fast and accurate face detection
    Srisuk, S
    Kurutach, W
    Limpitikeat, K
    INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2001, 9 (06) : 769 - 779
  • [24] Fast and Robust Face Detection Using Evolutionary Pruning
    Jang, Jun-Su
    Kim, Jong-Hwan
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2008, 12 (05) : 562 - 571
  • [25] A novel approach for robust, fast and accurate face detection
    Srisuk, Sanun
    Kurutach, Werasak
    Limpitikeat, Kongsak
    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, 2001, 9 (06): : 769 - 779
  • [26] Fast feature extraction method for robust face verification
    Sanderson, C
    Paliwal, KK
    ELECTRONICS LETTERS, 2002, 38 (25) : 1648 - 1650
  • [27] Face Recognition System Robust to Occlusion
    Sharma, Mohit
    Prakash, Surya
    Gupta, Phalguni
    BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 604 - 609
  • [28] A robust human face identification system
    Hirano, T
    Nakamura, O
    2000 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CONFERENCE PROCEEDINGS, VOLS 1 AND 2: NAVIGATING TO A NEW ERA, 2000, : 1082 - 1090
  • [29] A robust driver face recognition system
    Liu, Zhixiong
    Liu, Zhensheng
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 3646 - 3650
  • [30] A DCNN-Based Fast NIR Face Recognition System Robust to Reflected Light From Eyeglasses
    Kim, Jeyeon
    Ra, Moonsoo
    Kim, Whoi-Yul
    IEEE ACCESS, 2020, 8 : 80948 - 80963