A 3D Head Model From Stereo Images by a Self-Organizing Neural Network
Journal for geometry and graphics, Tome 13 (2009) no. 2, pp. 209-22
Cet article a éte moissonné depuis la source Heldermann Verlag
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.
Classification :
68U05, 51N05, 51N20
Mots-clés : 3D face model, stereo images, neural network
Mots-clés : 3D face model, stereo images, neural network
@article{JGG_2009_13_2_JGG_2009_13_2_a6,
author = {L. Saj� and M. Hoffmann and A. Fazekas },
title = {A {3D} {Head} {Model} {From} {Stereo} {Images} by a {Self-Organizing} {Neural} {Network}},
journal = {Journal for geometry and graphics},
pages = {209--22},
year = {2009},
volume = {13},
number = {2},
url = {http://geodesic.mathdoc.fr/item/JGG_2009_13_2_JGG_2009_13_2_a6/}
}
TY - JOUR AU - L. Saj� AU - M. Hoffmann AU - A. Fazekas TI - A 3D Head Model From Stereo Images by a Self-Organizing Neural Network JO - Journal for geometry and graphics PY - 2009 SP - 209 EP - 22 VL - 13 IS - 2 UR - http://geodesic.mathdoc.fr/item/JGG_2009_13_2_JGG_2009_13_2_a6/ ID - JGG_2009_13_2_JGG_2009_13_2_a6 ER -
L. Saj�; M. Hoffmann; A. Fazekas . A 3D Head Model From Stereo Images by a Self-Organizing Neural Network. Journal for geometry and graphics, Tome 13 (2009) no. 2, pp. 209-22. http://geodesic.mathdoc.fr/item/JGG_2009_13_2_JGG_2009_13_2_a6/