Title :
Parametric face modeling and affect synthesis
Author :
Mallick, Satya Prakash ; Trivedi, Mohan
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., San Diego, CA, USA
Abstract :
In this paper, we present a fast algorithm for automatically generating a 3D model of a human face and synthesizing affects on it. This work is a step towards low bandwidth virtual tele-presence using avatars. The idea is to generate a 3D model of a person´s face and animate different emotions on the face at a remote observer´s end, thus eliminating the need to send raw video. This research is part of a larger project, which deals with development of novel sensory systems and interfaces to enhance safety of a driver. The proposed algorithm uses a stereo pair of images of a driver´s face and creates a 3D mesh model by deforming and texture mapping a predefined 3D mesh.
Keywords :
face recognition; stereo image processing; 3D mesh model; avatars; low bandwidth virtual telepresence; novel sensory systems; parametric human face modeling; remote observer; Avatars; Bandwidth; Calibration; Cameras; Displays; Face detection; Facial animation; Humans; Mathematical model; Skin;
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
DOI :
10.1109/ICME.2003.1220895