Utilizing CNNs and transfer learning of pre-trained models for age range classification from unconstrained face images.
Arafat Abu MallouhZakariya QawaqnehBuket D. BarkanaPublished in: Image Vis. Comput. (2019)
Keyphrases
- face images
- transfer learning
- feature vectors
- feature extraction
- face recognition
- age estimation
- pre trained
- machine learning algorithms
- training samples
- text classification
- pattern recognition
- facial expressions
- training set
- machine learning
- probabilistic model
- human faces
- feature selection
- low resolution
- labeled data
- principal component analysis
- support vector
- reinforcement learning
- facial features
- face verification
- collaborative filtering
- decision trees
- dimensionality reduction
- feature points
- unsupervised learning
- feature space
- similarity measure
- image processing