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
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;
Conference_Titel :
Information Science and Control Engineering (ICISCE), 2015 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-6849-0
DOI :
10.1109/ICISCE.2015.69
