The Effects of Augmented Training Dataset on Performance of Convolutional Neural Networks in Face Recognition System.
Mehmet Ali KutlugunYahya SirinMehmet Ali KarakayaPublished in: FedCSIS (2019)
Keyphrases
- training dataset
- convolutional neural networks
- convolutional network
- recognition algorithm
- data samples
- training data
- recognition engine
- support vectors
- training samples
- imbalanced datasets
- class labels
- human faces
- feature extraction
- face images
- training set
- data sets
- prior knowledge
- feature selection
- facial images
- facial expressions
- recognition process
- active learning
- face authentication