Improve recognition performance by hybridizing principal component analysis (PCA) and elastic bunch graph matching (EBGM).
Xianming ChenChaoyang ZhangZhaoxian ZhouPublished in: CIMSIVP (2014)
Keyphrases
- elastic bunch graph matching
- principal component analysis
- face recognition
- principle component analysis
- principal components
- feature extraction
- face images
- dimensionality reduction
- recognition rate
- independent component analysis
- dimension reduction
- linear discriminant analysis
- covariance matrix
- recognition accuracy
- discriminant analysis
- face databases
- human faces
- lower dimensional
- low dimensional
- color constancy
- kernel pca
- face detection
- high dimensional data
- independent components
- appearance based object recognition
- subspace methods
- random projections
- computer vision
- facial images
- facial expressions
- object recognition
- negative matrix factorization
- recognition algorithm
- singular value decomposition
- gabor features
- feature vectors
- feature space
- method for face recognition
- dimension reduction methods
- pattern recognition