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

页码：209 / 220

页数：12

共 50 条

[31] A self-organizing HCMAC neural network classifier
Lee, HM
Chen, CM
Lu, YF
IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2001, : 1960 - 1965
[32] Fast 3D model acquisition from stereo images
Morency, LP
Rahimi, A
Darrell, T
FIRST INTERNATIONAL SYMPOSIUM ON 3D DATA PROCESSING VISUALIZATION AND TRANSMISSION, 2002, : 172 - 176
[33] COGNITRON - SELF-ORGANIZING MULTILAYERED NEURAL NETWORK
FUKUSHIMA, K
BIOLOGICAL CYBERNETICS, 1975, 20 (3-4) : 121 - 136
[34] Self-organizing neural network for partitioning on MCM
Jisuanji Xuebao/Chinese Journal of Computers, 21 (07): : 642 - 649
[35] A Quantum Self-Organizing Mapping Neural Network
Li Penghua
Chai Yi
Cen Ming
Liu Nian
Qiu Yifeng
2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 3264 - 3268
[36] The modified self-organizing fuzzy neural network model for adaptability evaluation
Miao, Zuohua
Xu, Hong
Wang, Xianhua
LIFE SYSTEM MODELING AND SIMULATION, PROCEEDINGS, 2007, 4689 : 344 - 353
[37] Self-organizing neural network model of the sensory-motor mechanism
Andrecut, M
Ali, MK
INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2000, 14 (17): : 1815 - 1824
[38] A neural network model with self-organizing pulse-coupled oscillator
Gu, YQ
Chen, TL
Huang, WQ
COMMUNICATIONS IN THEORETICAL PHYSICS, 2000, 34 (01) : 63 - 68
[39] Matching of medical images by self-organizing neural networks
Coppini, G
Diciotti, S
Valli, G
PATTERN RECOGNITION LETTERS, 2004, 25 (03) : 341 - 352
[40] 3D SOC-Net: Deep 3D reconstruction network based on self-organizing clustering mapping
Gan, Y. S.
Chen, Weihao
Yau, Wei-Chuen
Zou, Ziyun
Liong, Sze-Teng
Wang, Shih-Yuan
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 213

← 1 2 3 4 5 →