A 3D Head Model From Stereo Images by a Self-Organizing Neural Network

被引:0
|
作者
Sajo, Levente [1 ]
Hoffmann, Miklos [2 ]
Fazekas, Attila [1 ]
机构
[1] Univ Debrecen, Fac Informat, POB 12, H-4010 Debrecen, Hungary
[2] Eszterhazy Karoly Coll, Inst Math & Informat, H-3300 Eger, Hungary
来源
JOURNAL FOR GEOMETRY AND GRAPHICS | 2009年 / 13卷 / 02期
关键词
3D face model; stereo images; neural network;
D O I
暂无
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper a model based approach is presented for generating 3D face models from two stereo images. The proposed method works with a small number of feature points of the face. The automatically registrated point pairs are used to reconstruct their 3D correspondence, then a predefined general face model is adjusted to the reconstructed 3D points. Fitting the general face model to the feature points is made iteratively by applying a self-organizing neural network.
引用
收藏
页码:209 / 220
页数:12
相关论文
共 50 条
  • [21] Advanced self-organizing polynomial neural network
    Dongwon Kim
    Gwi-Tae Park
    Neural Computing and Applications, 2007, 16 : 443 - 452
  • [22] A Self-Organizing Neural Network for Detecting Novelties
    Albertini, Marcelo Keese
    de Mello, Rodrigo Fernandes
    APPLIED COMPUTING 2007, VOL 1 AND 2, 2007, : 462 - 466
  • [23] Modeling of chaos by a self-organizing neural network
    Grabec, I.
    Proceedings of the International Conference on Artificial Neural Networks, 1991,
  • [24] A self-organizing neural fuzzy inference network
    Castellano, G
    Fanelli, AM
    IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL V, 2000, : 14 - 19
  • [25] The research on self-organizing fuzzy neural network
    Qiao, Junfei
    Han, Honggui
    Jia, Yarimei
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 241 - 243
  • [26] Advanced self-organizing polynomial neural network
    Kim, Dongwon
    Park, Gwi-Tae
    NEURAL COMPUTING & APPLICATIONS, 2007, 16 (4-5): : 443 - 452
  • [27] An adaptive self-organizing fuzzy neural network
    Qiao, Jun-Fei
    Han, Hong-Gui
    Jia, Yan-Mei
    2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 711 - 715
  • [28] CONVERGENCE OF A SELF-ORGANIZING STOCHASTIC NEURAL NETWORK
    FRANCOIS, O
    DEMONGEOT, J
    HERVE, T
    NEURAL NETWORKS, 1992, 5 (02) : 277 - 282
  • [29] SORN: a self-organizing recurrent neural network
    Lazar, Andreea
    Pipa, Gordon
    Triesch, Jochen
    FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2009, 3
  • [30] Review of self-organizing incremental neural network
    Qiu T.-Y.
    Shen F.-R.
    Zhao J.-X.
    Ruan Jian Xue Bao/Journal of Software, 2016, 27 (09): : 2230 - 2247