EnsFace: An Ensemble Method of Deep Convolutional Neural Networks with Novel Effective Loss Functions for Face Recognition.
Anh Duc NguyenDat Trong NguyenHanh Phuong DuHai Nam Dao NgocHoa Ngoc NguyenPublished in: SoICT (2022)
Keyphrases
- loss function
- ensemble methods
- face recognition
- convolutional neural networks
- logistic regression
- decision trees
- pairwise
- loss minimization
- ensemble classifier
- machine learning methods
- base classifiers
- prediction accuracy
- benchmark datasets
- random forests
- ensemble learning
- support vector
- base learners
- boosting algorithms
- generalization ability
- random forest
- upper bound
- data sets
- machine learning algorithms
- face detection
- text classification
- subspace methods
- principal component analysis
- facial expressions