Facial Attribute Classification: A Comprehensive Study and a Novel Mid-Level Fusion Classifier.
Abdulaziz AlorfA. Lynn AbbottKadir Askin PekerPublished in: BTAS (2019)
Keyphrases
- classification scheme
- classification method
- classification algorithm
- classification process
- class labels
- support vector machine
- classification schemes
- support vector
- feature space
- classification rate
- decision trees
- svm classifier
- training data
- feature selection
- classification models
- learning vector quantization
- training samples
- training set
- multi class classifier
- binary classifiers
- pattern classification
- higher classification accuracy
- classifier combination
- nearest neighbor classifier
- final classification
- high classification accuracy
- k nearest neighbour
- hierarchical classification
- individual classifiers
- feature extraction
- decision tree classifiers
- nearest neighbor rule
- classification accuracy
- probabilistic classifiers
- decision boundary
- multi category
- classification decisions
- rule based classifier
- ensemble classifier
- associative classifiers
- supervised classification
- support vector machine svm
- text classification
- image classification
- supervised learning
- fold cross validation
- semi supervised
- fuzzy classifier
- unseen data
- pattern recognition
- extracted features
- human faces
- feature vectors
- knn
- naive bayes
- feature set