DocumentCode
2787324
Title
LDA Based on PCNN for Gaussian Noisy Face Recognition
Author
Guan-nan He ; Ze-hua Li ; Fei-fei Sun ; Ren-can Nie ; Hong-wei Ding
Author_Institution
Sch. of Inf. Sci. & Eng., Yunnan Univ., Kunming, China
fYear
2015
fDate
24-26 April 2015
Firstpage
282
Lastpage
285
Abstract
Recgnition rate of traditional face recognition algorithm would decline sharply under the condition of variance Gaussian noise. In order to deal with this problem, an algorithm of Pulse Coupled Neural Network (PCNN) combined with linear discriminant analysis (LDA) is put forward. The experiment results of the algorithm are analyzed and compared with that of Median Filter(MF) combined with LDA.
Keywords
Gaussian noise; face recognition; median filters; neural nets; Gaussian noisy face recognition algorithm; LDA; PCNN; linear discriminant analysis; median filter; pulse coupled neural network; Algorithm design and analysis; Clustering algorithms; Face recognition; Gaussian noise; Mathematical model; Training; Pulse Coupled Neural Network; linear discriminant analysis; variance Gaussian noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Control Engineering (ICISCE), 2015 2nd International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4673-6849-0
Type
conf
DOI
10.1109/ICISCE.2015.69
Filename
7120609
Link To Document