Face Reconstruction and Recognition using a Statistical Model Combining Shape and Spherical Harmonics

被引：0
|
作者：
Rara, Ham [1 ]
Starr, Thomas [1 ]
Farag, Aly [1 ]
机构：
[1] Univ Louisville, Louisville, KY 40292 USA
来源：
PROCEEDINGS OF THE IEEE SOUTHEASTCON 2009, TECHNICAL PROCEEDINGS | 2009年
关键词：
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
We present a face reconstruction framework based on a statistical model that merges shape (2D and height maps), appearance (albedo), and spherical harmonics projection (SHP) information. The framework takes a 2D frontal face image under arbitrary illumination as input and outputs the estimated 3D shape and appearance. Face identification is performed using the shape and albedo coefficients of the fitting process, as well as the actual shape/texture reconstructions. Results show decent face reconstructions and a perfect identification rate for the frontal images of the Extended Yale Database B.
引用
收藏
页码：350 / 355
页数：6
相关论文
共 50 条
  • [31] Automatic virtual reconstruction of acetabular fractures using a statistical shape model
    van Veldhuizen, W. a
    van Noortwijk, R.
    Meesters, A. m l
    Duis, K. ten
    Schuurmann, R. c l
    de Vries, J. p p m
    Wolterink, J. m
    Ijpma, F. f a
    [J]. EUROPEAN JOURNAL OF TRAUMA AND EMERGENCY SURGERY, 2024,
  • [32] Reconstructing 3D Facial Shape Using Spherical Harmonics
    Zou, Chengming
    Zhao, Guanghui
    Hancock, Edwin R.
    [J]. IMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS, 2009, 5716 : 949 - +
  • [33] Ear recognition based on statistical shape model
    Lu Lu
    Zhang Xiaoxun
    Zhao Youdong
    Jia Yunde
    [J]. ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 3, PROCEEDINGS, 2006, : 353 - +
  • [34] High-Performance Fluorescence Molecular Tomography through Shape-Based Reconstruction Using Spherical Harmonics Parameterization
    Wang, Daifa
    He, Jin
    Qiao, Huiting
    Song, Xiaolei
    Fan, Yubo
    Li, Deyu
    [J]. PLOS ONE, 2014, 9 (04):
  • [35] Reconstruction of mandibular dysplasia using a statistical 3D shape model
    Zachow, S
    Lamecker, H
    Elsholtz, B
    Stiller, M
    [J]. CARS 2005: COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2005, 1281 : 1238 - 1243
  • [36] Statistical shape modelling for expression-invariant face analysis and recognition
    Quan, Wei
    Matuszewski, Bogdan J.
    Shark, Lik-Kwan
    [J]. PATTERN ANALYSIS AND APPLICATIONS, 2016, 19 (03) : 765 - 781
  • [37] Statistical shape modelling for expression-invariant face analysis and recognition
    Wei Quan
    Bogdan J. Matuszewski
    Lik-Kwan Shark
    [J]. Pattern Analysis and Applications, 2016, 19 : 765 - 781
  • [38] A dynamic component deforming model for face shape reconstruction
    Gong, Xun
    Wang, Guoyin
    [J]. ADVANCES IN VISUAL COMPUTING, PT I, 2007, 4841 : 488 - +
  • [39] A novel statistical generative model dedicated to face recognition
    Heusch, Guillaume
    Marcel, Sebastien
    [J]. IMAGE AND VISION COMPUTING, 2010, 28 (01) : 101 - 110
  • [40] Face Alignment Using Structured Random Regressors Combined with Statistical Shape model fitting
    Jia, Xuhui
    Zhu, Xiaolong
    Lin, Angran
    Chan, K. P.
    [J]. PROCEEDINGS OF 2013 28TH INTERNATIONAL CONFERENCE ON IMAGE AND VISION COMPUTING NEW ZEALAND (IVCNZ 2013), 2013, : 424 - 429
12345