Title :
Extension of AAM with 3D shape model for facial shape tracking
Author :
Sung, Jaewon ; Kim, Daijin
Author_Institution :
Dept. of Comput. Sci., Pohang Univ. of Sci. & Technol., South Korea
Abstract :
This paper represents a 3D model-based object tracking algorithm to extract rigid and non-rigid motion of an object simultaneously. Previous AAM is extended by replacing 2D shape model with 3D shape model, and appropriate model fitting algorithm is derived. Proposed algorithm is applied to face tracking in video sequence to extract nonrigidly deforming facial shape.
Keywords :
curve fitting; face recognition; feature extraction; image motion analysis; image sequences; tracking; 3D shape model; active appearance model; facial shape tracking; model fitting algorithm; nonrigid motion; nonrigidly deforming facial shape extraction; object tracking algorithm; video sequence; Active appearance model; Computer science; Face recognition; Image sequences; Mouth; Muscles; Optical computing; Optical filters; Shape; Vectors;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1421835
