›› 2015, Vol. 28 ›› Issue (10): 11-.

• Articles • Previous Articles     Next Articles

Face Recognition Based on Fisherfaces Algorithm

YANG Aqing,HUANG Huasheng   

  1. (Department of Computer Science,Guangdong University of Science & Technology,Dongguan 523000,China)
  • Online:2015-10-15 Published:2015-10-29

Abstract: As a supervised technique,the Fisher's linear discriminant is generally applied for its simple calculation and good performance in classification.The Fisherfaces algorithm is proposed for feature extraction and minimum distance classifier is for face recognition.Experiments on ORL and YALEA face database yield recognition rates of 94.00% and 89.33%,respectively.

Key words: Fisher analysis;PCA;Fisherfaces;face recognition

CLC Number: 

  • TP391.41