Facial age estimation using tensor based subspace learning and deep random forests.
O. GuehairiaFadi DornaikaAbdelmalik OuamaneAbdelmalik Taleb-AhmedPublished in: Inf. Sci. (2022)
Keyphrases
- random forests
- subspace learning
- age estimation
- human age estimation
- face recognition
- face images
- facial images
- random forest
- dimensionality reduction
- human perception
- estimation accuracy
- principal component analysis
- decision trees
- manifold learning
- data representation
- logistic regression
- computer vision and pattern recognition
- machine learning algorithms
- low dimensional
- ensemble methods
- subspace learning algorithm
- facial expressions
- sparse representation
- human faces
- sparse coding
- learning algorithm
- regression methods
- prediction accuracy
- data sets
- image representation
- semi supervised
- facial features
- linear discriminant analysis
- high dimensional data
- naive bayes
- least squares
- multi class
- image features
- pattern recognition
- feature extraction
- head pose estimation
- image segmentation
- feature selection
- machine learning