Effects of training set dimension on recognition of dysmorphic faces with statistical classifiers.
Safak SaraydemirNecmi TaspinarOsman ErogulHülya KayseriliPublished in: Int. Arab J. Inf. Technol. (2015)
Keyphrases
- training set
- training data
- test set
- classification algorithm
- training samples
- face images
- recognition rate
- svm classifier
- decision trees
- training examples
- face recognition systems
- object recognition
- active learning
- recognition accuracy
- training set size
- classification accuracy
- face recognition algorithms
- support vector
- test data
- face recognition
- supervised learning
- expression recognition
- data sets
- trained classifiers
- face identification
- recognizing faces
- human faces
- class labels
- support vector machine
- nearest neighbor
- pattern recognition
- feature extraction
- cross validation
- naive bayes
- decision boundary
- nearest neighbour
- unlabeled data
- recognize faces
- facial expression recognition
- face verification
- facial features
- multiple classifiers
- feature space
- facial expressions
- frontal view
- feature vectors