Part-based registration for expression resistant 3D face recognition İfadeye dayanikli 3B yüz tanima için parçaya dayali kayitlama
2008 IEEE 16th Signal Processing, Communication and Applications Conference, SIU, Aydın, Türkiye, 20 - 22 Nisan 2008, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/siu.2008.4632756
- Basıldığı Şehir: Aydın
- Basıldığı Ülke: Türkiye
- Boğaziçi Üniversitesi Adresli: Evet
Özet
This paper exhibits the performance drop in 3D face recognition in the presence of expression and proposes a new 3D face registration and recognition method based on facial regions. For fast alignment, a registration method based on iterative closest point (ICP) algorithm is used which employs average regional models (ARMs). Similarity scores obtained from alignment with separate regional models are fused to increase the recognition performance. In this work, a new 3D face database is presented which is collected for studies on expression analysis and on face recognition in the presence of facial expression. The experimental results are reported on this new database. ©2008 IEEE.