Classification of HEp-2 Staining Patterns in ImmunoFluorescence Images - Comparison of Support Vector Machines and Subclass Discriminant Analysis Strategies.
Ihtesham Ul IslamSanta Di CataldoAndrea BottinoElisa FicarraEnrico MaciiPublished in: BIOINFORMATICS (2013)
Keyphrases
- discriminant analysis
- support vector
- subspace projection
- linear discriminant analysis
- image classification
- feature extraction
- fisher linear discriminant analysis
- classification accuracy
- discriminant functions
- image data
- face recognition
- dimensionality reduction methods
- image features
- class separability
- kernel discriminant analysis
- fisher criterion
- support vector machine svm
- image database
- input image
- discriminant subspace
- object recognition
- feature selection
- support vector machine
- image feature extraction
- pattern recognition
- cross validation
- skin lesion
- fisher linear discriminant
- image set
- data mining techniques
- svm classifier
- logistic regression
- principal component analysis
- image retrieval
- training set
- feature space
- decision trees
- image processing
- kernel function
- unsupervised learning
- text classification
- multi class
- feature vectors
- high dimensional
- training data