Dataset Cleaning - A Cross Validation Methodology for Large Facial Datasets using Face Recognition.
Viktor VarkarakisPeter CorcoranPublished in: CoRR (2020)
Keyphrases
- cross validation
- face recognition
- face images
- model selection
- facial images
- training dataset
- training set
- synthetic datasets
- labeled faces in the wild
- human faces
- benchmark datasets
- hyperparameters
- support vector
- facial expressions
- variable selection
- generalization error
- cross validated
- discriminant analysis
- pose variations
- face verification
- face detection
- database
- information criterion
- training data
- error estimates
- data sets
- regularization parameter
- test data
- feature extraction
- facial features
- principal component analysis