Brain image classification based on automated morphometry and penalised linear discriminant analysis with resampling.
Eva JanousováDaniel SchwarzGiovanni MontanaTomás KaspárekPublished in: FedCSIS (2015)
Keyphrases
- linear discriminant analysis
- image classification
- feature extraction
- discriminant analysis
- face recognition
- dimensionality reduction
- principal component analysis
- cortical surface
- discriminant features
- small sample size
- support vector
- null space
- dimension reduction
- feature space
- image representation
- support vector machine svm
- high dimensional data
- image features
- subspace methods
- discriminative information
- linear discriminant
- fisher criterion
- class separability
- subspace analysis
- scatter matrices
- computer vision
- shape analysis
- sparse coding
- svm classifier
- data mining
- generalized discriminant analysis
- sparse representation
- feature vectors
- high dimensional
- image processing
- scatter matrix