Collecting large training dataset of actual facial images from facebook for developing a weighted bagging gender classifier.
Min-Wook KangYonghwa KimYoo-Sung KimPublished in: Clust. Comput. (2017)
Keyphrases
- training dataset
- facial images
- training set
- training data
- face recognition
- class labels
- training samples
- gender classification
- facial expressions
- age groups
- human faces
- image database
- face detection
- decision trees
- facial landmarks
- data samples
- base classifiers
- classification accuracy
- ensemble methods
- ensemble learning
- facial features
- weak classifiers
- random forests
- feature extraction
- face databases
- data sets
- machine learning
- classifier ensemble
- computer vision
- feature space
- training examples
- active learning
- face images
- class distribution
- shape model
- image processing
- high dimensional
- minority class
- learning algorithm