Face Recognition Using Principle Component Analysis, Eigenface and Neural Network.
Mayank AgarwalHimanshu AgrawalNikunj JainManish KumarPublished in: ICSAP (2010)
Keyphrases
- principle component analysis
- orl database
- face databases
- neural network
- face images
- face recognition
- human faces
- principal component analysis
- independent component analysis
- recognition algorithm
- facial images
- recognition rate
- face detection
- dimension reduction
- svm classifier
- feature extraction
- recognition accuracy
- feature space
- lower dimensional
- subspace methods
- covariance matrix
- pattern recognition
- training set
- facial expressions
- feature vectors
- independent components
- kernel pca
- linear subspace
- face verification
- random projections
- high dimensional
- high resolution
- principal components
- facial features
- feature set
- data sets
- image reconstruction
- dimensionality reduction methods
- input image
- sparse representation