Tracking facial feature points with Gabor wavelets and shape models

被引：0
|
作者：
McKenna, SJ
Gong, SG
Wurtz, RP
Tanner, J
Banin, D
机构：
[1] Univ London Queen Mary & Westfield Coll, Dept Comp Sci, Machine Vis Lab, London E1 4NS, England
[2] Univ Groningen, Inst Math & Comp Sci, NL-9700 AV Groningen, Netherlands
来源：
AUDIO- AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION | 1997年 / 1206卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A feature-based approach to tracking rigid and non-rigid facial motion is described. Feature points are characterised using Gabor wavelets and can be individually tracked by phase-based displacement estimation. In order to achieve robust tracking a flexible shape model is used to impose global constraints upon the local feature points and to constrain the tracker. While there are many applications in facial analysis, the approach can be used for tracking other textured objects.
引用
收藏
页码：35 / 42
页数：8
相关论文
共 50 条
  • [31] Mixed-mode CMOS implementation of 2-D pseudo-Gabor wavelets for facial feature extraction
    Spencer, RG
    Sánchez-Sinencio, E
    42ND MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, PROCEEDINGS, VOLS 1 AND 2, 1999, : 559 - 562
  • [32] Nonlinear dynamic shape and appearance models for facial motion tracking
    Lee, Chan-Su
    Elgammal, Ahmed
    Metaxas, Dimitris
    ADVANCES IN IMAGE AND VIDEO TECHNOLOGY, PROCEEDINGS, 2007, 4872 : 205 - 220
  • [33] Face alignment based on statistical models and gabor wavelets
    Yu, M.-S.
    Li, S.-F.
    International Journal of Robotics and Automation, 2008, 23 (01): : 9 - 14
  • [34] FACE ALIGNMENT BASED ON STATISTICAL MODELS AND GABOR WAVELETS
    Yu, M. -S.
    Li, S. -F.
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2008, 23 (01): : 9 - 14
  • [35] Recognition of facial expressions using Gabor wavelets and learning vector quantization
    Bashyal, Shishir
    Venayagamoorthy, Ganesh K.
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2008, 21 (07) : 1056 - 1064
  • [36] Spatio-temporal modeling of facial expressions using gabor-wavelets and hierarchical hidden Markov models
    Ma, LM
    Chelberg, D
    Celenk, M
    2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5, 2005, : 2081 - 2084
  • [37] Flotation froth image texture feature extraction based on Gabor wavelets
    Liu, Jinping
    Gui, Weihua
    Mu, Xuemin
    Tang, Zhaohui
    Li, Jianqi
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2010, 31 (08): : 1769 - 1775
  • [38] HUMAN FACE AND FACIAL FEATURE TRACKING BY USING GEOMETRIC AND TEXTURE MODELS
    Mihalik, Jan
    Kasar, Miroslav
    JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2008, 59 (05): : 266 - 271
  • [39] LBP-like feature based on Gabor wavelets for face recognition
    Li, Wen-Juan
    Wang, Jun
    Huang, Zheng-Hai
    Zhang, Ting
    Du, Daniel K.
    INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017, 15 (05)
  • [40] Probabilistic approach to facial feature extraction based on statistical shape models
    Fan, Xin
    Qi, Chun
    Liang, Dequn
    Huang, Hua
    Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2004, 38 (06): : 603 - 606
12345