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Pose Normalization for Local Appearance-Based Face Recognition

  • Hua Gao*
  • , Hazim Kemal Ekenel
  • , Rainer Stiefelhagen
  • *Bu çalışma için yazışmadan sorumlu yazar
  • Karlsruhe Institute of Technology

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıHakem

48 Alıntılar (SciVal)

Özet

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.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıAdvances in Biometrics - Third International Conference, ICB 2009, Proceedings
YayınlayanSpringer Verlag
Sayfalar32-41
Sayfa sayısı10
ISBN (Basılı)3642017924, 9783642017926
DOI'lar
Yayın durumuYayınlandı - 2009
Harici olarak yayınlandıEvet
Etkinlik3rd IAPR/IEEE International Conference on Advances in Biometrics, ICB 2009 - Alghero, Italy
Süre: 2 Haz 20095 Haz 2009

Yayın serisi

AdıLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Hacim5558 LNCS
ISSN (Basılı)0302-9743
ISSN (Elektronik)1611-3349

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???event.eventtypes.event.conference???3rd IAPR/IEEE International Conference on Advances in Biometrics, ICB 2009
Ülke/BölgeItaly
ŞehirAlghero
Periyot2/06/095/06/09

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