TY - GEN
T1 - Pose normalization for local appearance-based recognition face
AU - Gao, Hua
AU - Ekenel, Hazim Kemal
AU - Stiefelhagen, Rainer
PY - 2009
Y1 - 2009
N2 - We focused this work on handling variation in facial appearance caused by 3D head pose. A pose normalization approach based on fitting active appearance models (AAM) on a given face image was investigated. Profile faces with different rotation angles in depth were warped into shape-free frontal view faces. Face recognition experiments were carried out on the pose normalized facial images with a local appearance- based approach. The experimental results showed a significant improvement in accuracy. The local appearance-based face recognition approach is found to be robust against errors introduced by face model fitting.
AB - We focused this work on handling variation in facial appearance caused by 3D head pose. A pose normalization approach based on fitting active appearance models (AAM) on a given face image was investigated. Profile faces with different rotation angles in depth were warped into shape-free frontal view faces. Face recognition experiments were carried out on the pose normalized facial images with a local appearance- based approach. The experimental results showed a significant improvement in accuracy. The local appearance-based face recognition approach is found to be robust against errors introduced by face model fitting.
UR - https://www.scopus.com/pages/publications/69949177185
U2 - 10.1007/978-3-642-01793-3_4
DO - 10.1007/978-3-642-01793-3_4
M3 - Conference contribution
AN - SCOPUS:69949177185
SN - 3642017924
SN - 9783642017926
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 32
EP - 41
BT - Advances in Biometrics - Third International Conference, ICB 2009, Proceedings
T2 - 3rd International Conference on Advances in Biometrics, ICB 2009
Y2 - 2 June 2009 through 5 June 2009
ER -