Individualized 3D Face Model Reconstruction using Two Orthogonal Face Images

被引:0
|
作者
Weon, SunHee [1 ]
Joo, SungIl [1 ]
Choi, HyungIl [1 ]
机构
[1] Soongsil Univ, Dept Global Media, Seoul, South Korea
关键词
3D face modeling; Active contour model (snake); Facial feature extraction; Template snake; 3D reconstruction; EXTRACTION; VIEWS;
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
In this paper, there are two main topics to generate a 3D facial model from 2D face images. The first topic is to extract facial components such as eyebrows, eyes, nose, ear, mouth and face contour on the face images, and the second is to create 3D individualized face model using extracted facial components information at previous step. The generated final face model has an individualized shape, realistic skin texture and deformable structure for facial animation. In this paper, we propose novel approach to detect facial components automatically using a active contour extraction algorithm(Active Contour Model, Snake) for facial information. And how to generate adaptive individualized 3D face model from detected facial components are explained and result of 3D face models are discussed.
引用
收藏
页码:680 / 684
页数:5
相关论文
共 50 条
  • [1] 3D face modeling using two orthogonal views and a generic face model
    Ansari, AN
    Abidel-Mottaleb, M
    [J]. 2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL III, PROCEEDINGS, 2003, : 289 - 292
  • [2] Robust 3D Face Reconstruction Using One/Two Facial Images
    Lium, Ola
    Bin Kwon, Yong
    Danelakis, Antonios
    Theoharis, Theoharis
    [J]. JOURNAL OF IMAGING, 2021, 7 (09)
  • [3] Orthogonal projection images for 3D face detection
    Segundo, M. Pamplona
    Silva, L.
    Bellon, O. R. P.
    Sarkar, S.
    [J]. PATTERN RECOGNITION LETTERS, 2014, 50 : 72 - 81
  • [4] DENSE RECONSTRUCTION OF 3D HUMAN FACE USING 5 IMAGES AND NO REFERENCE MODEL
    Kumar, A. Vinay
    Prasad, V. V. Ram
    Bhurchandi, K. M.
    Satpute, V. R.
    Pious, Lizy
    Kar, S.
    [J]. 2017 4TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT), 2017, : 1185 - 1190
  • [5] 3D Face Reconstruction Using Stereo Images and Structured Light
    Oeztuerk, Ahmet Oguz
    Halici, Ugur
    Ulusoy, Ilkay
    Akaguenduez, Erdem
    [J]. 2008 IEEE 16TH SIGNAL PROCESSING, COMMUNICATION AND APPLICATIONS CONFERENCE, VOLS 1 AND 2, 2008, : 878 - 881
  • [6] Personalized facial animation based on 3D model fitting from two orthogonal face images
    Li, YL
    Tao, JH
    [J]. AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PROCEEDINGS, 2005, 3784 : 996 - 1003
  • [7] A reconstruction method of 3D face model from front and side 2D face images using deep learning model
    Nishio, Ryota
    Oono, Masaki
    Goto, Takaharu
    Kishimoto, Takahiro
    Shishibori, Masami
    [J]. FIFTEENTH INTERNATIONAL CONFERENCE ON QUALITY CONTROL BY ARTIFICIAL VISION, 2021, 11794
  • [8] Automatic facial feature extraction and 3D face modeling using two orthogonal views with application to 3D face recognition
    Ansari, AN
    Abdel-Mottaleb, M
    [J]. PATTERN RECOGNITION, 2005, 38 (12) : 2549 - 2563
  • [9] Building a 3D morphable face model by using thin plate splines for face reconstruction
    Guo, H
    Jiang, JY
    Zhang, LM
    [J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2004, 3338 : 258 - 267
  • [10] 3D Face Reconstruction from One Side-View Face Images
    Jo, Jaeik
    Jung, Yu Jin
    Kim, Jaihie
    [J]. 2014 International Conference on Electronics, Information and Communications (ICEIC), 2014,