Automatic Ethnicity Classification from Middle Part of the Face Using Convolutional Neural Networks.
David BelcarPetra GrdIgor TomicicPublished in: Informatics (2022)
Keyphrases
- convolutional neural networks
- decision trees
- text classification
- classification accuracy
- convolutional network
- gender classification
- feature space
- machine learning methods
- classification scheme
- pattern recognition
- machine learning
- feature vectors
- preprocessing
- fully automatic
- statistical classification
- gender recognition
- classification systems
- classification models
- facial features
- feature selection
- classification algorithm
- class labels
- support vector machine svm
- support vector machine
- training set
- semi automatic
- facial images
- benchmark datasets
- unsupervised learning
- classification process
- face images
- dynamic programming
- multiscale