Linear discriminant analysis: A detailed tutorial.
Alaa TharwatTarek GaberAbdelhameed IbrahimAboul Ella HassanienPublished in: AI Commun. (2017)
Keyphrases
- linear discriminant analysis
- discriminant analysis
- face recognition
- principal component analysis
- dimensionality reduction
- dimension reduction
- small sample size
- feature extraction
- discriminant features
- high dimensional data
- feature space
- null space
- principal components analysis
- support vector
- support vector machine svm
- fisher criterion
- class separability
- linear discriminant
- discriminative information
- multivariate statistical
- scatter matrices
- subspace methods
- pattern recognition
- scatter matrix
- generalized discriminant analysis
- subspace analysis
- linear projection
- qr decomposition
- dealing with high dimensional data