Title :
Using skin-color motion for 3D face modelling and synthesis
Author :
Bletsko, Kiryl A. ; Bovbel, Eugeny I. ; Tsishkou, Dmitry V.
Author_Institution :
Dept. of Radiophys., Byelorussian State Univ., Minsk, Belarus
Abstract :
Today 3D human face models have been widely used in applications such as face recognition, head tracking, facial expression recognition, human action recognition, video compression/coding and facial animation. Modeling human faces provides a potential solution to identifying faces with variations in illumination, pose, and facial expression. We propose a method of modeling human faces based on a generic MPEG-4 face model (a triangular mesh model) and individual facial characteristics containing both shape and texture information. The modeling method adapts a generic face model to the extracted facial features.
Keywords :
computational geometry; computer animation; face recognition; feature extraction; image colour analysis; image texture; solid modelling; video coding; 3D face modelling; face recognition; facial animation; facial expression recognition; feature extraction; head tracking; human action recognition; skin-color motion; texture generation; texture information; video compression; Algorithm design and analysis; Cameras; Face detection; Face recognition; Facial animation; Geometry; Head; Humans; MPEG 4 Standard; Surface fitting;
Conference_Titel :
Intelligent Signal Processing, 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7864-4
DOI :
10.1109/ISP.2003.1275855