Title :
Generation of 3-D head models from multiple images using ellipsoid approximation for the rear part
Author :
Grammalidis, N. ; Sarris, N. ; Varzokas, C. ; Strintzis, Michael G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Thessaloniki Univ., Greece
Abstract :
A system for building a three dimensional (3-D) human head model from two camera views is proposed. A generic 3-D face model is adapted to a human face of which the frontal and profile views are given. Then, a 3-D ellipsoid approximation technique is used to fit an ellipsoid to the 3-D wireframe model. This ellipsoid is then used to approximate the back of the head, while the the initial 3-D face model provides information for the high-detail front part of the head. The part of the ellipsoid model that corresponds to the back of the head is then identified and an algorithm to merge the front (face) and the back part is proposed. A cylindrical texture map is finally built covering the entire area of the head by exploiting the inherent face symmetry. The final result is a complete, textured model of a specific person´s head
Keywords :
approximation theory; feature extraction; image texture; 3D ellipsoid approximation; 3D head models generation; 3D human head model; 3D wireframe model; camera views; cylindrical texture map; ellipsoid approximation; face symmetry; feature points; frontal view; generic 3D face model; multiple images; profile view; textured model; Cameras; Deformable models; Electronic mail; Ellipsoids; Face detection; Focusing; Head; Humans; Motion estimation; Shape;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.900950