Face recognition and reconstruction using eigenfaces

Altiok G., ÖZTAŞ O.

Istanbul University - Journal of Electrical and Electronics Engineering, cilt.9, sa.2, ss.997-1001, 2009 (Scopus) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 9 Sayı: 2
  • Basım Tarihi: 2009
  • Dergi Adı: Istanbul University - Journal of Electrical and Electronics Engineering
  • Derginin Tarandığı İndeksler: Scopus, TR DİZİN (ULAKBİM)
  • Sayfa Sayıları: ss.997-1001
  • Anahtar Kelimeler: Eigenface, Face recognition, Face reconstruction
  • İstanbul Gelişim Üniversitesi Adresli: Evet

Özet

In this paper, PCA based face recognition system and reconstruction of faces from principle components of faces are represented. Principle component analysis used for construction of eigenfaces of given training set images. Using the eigenface method, expression of each face's data reduced to a very small integer array. Euclidian distance was used for classification of test images. Reconstruction process simply implied as reversing the eigenface procedure.