Title :
Fast-accurate 3D face model generation using a single video camera
Author :
Hara, Tenshi ; Kubo, Hiroshi ; Maejima, Akinobu ; Morishima, Satoru
Author_Institution :
Dept. of Adv. Sci. & Eng., Waseda Univ., Tokyo, Japan
Abstract :
In this paper, we present a new method to generate a 3D face model, based on both Data-Driven and Structure-from-Motion approach. Considering both 2D frontal face image constraint, 3D geometric constraint, and likelihood constraint, we are able to reconstruct subject´s face model accurately, robustly, and automatically. Using our method, it is possible to create a 3D face model in 5.8 [sec] by only shaking own head freely in front of a single video camera.
Keywords :
face recognition; image motion analysis; image reconstruction; solid modelling; video cameras; 2D frontal face image constraint; 3D geometric constraint; data-driven approach; fast-accurate 3D face model generation; likelihood constraint; structure-from-motion approach; subject face model reconstruction; video camera; Cameras; Deformable models; Face; Image reconstruction; Image sequences; Shape; Solid modeling;
Conference_Titel :
Pattern Recognition (ICPR), 2012 21st International Conference on
Conference_Location :
Tsukuba
Print_ISBN :
978-1-4673-2216-4
