Facial Age Estimation Using a Multi-Task Network Combining Classification and Regression.
Na LiuFan ZhangFuqing DuanPublished in: IEEE Access (2020)
Keyphrases
- age estimation
- human age estimation
- multi task
- facial images
- human perception
- face images
- estimation accuracy
- regression methods
- multi task learning
- support vector
- feature selection
- gaussian processes
- feature vectors
- model selection
- learning tasks
- classification accuracy
- regression method
- regression model
- computer vision and pattern recognition
- decision trees
- feature extraction
- support vector machine
- learning problems
- feature space
- logistic regression
- face recognition
- similarity measure
- k nearest neighbour
- training data
- facial expressions
- supervised learning
- unsupervised learning
- network structure
- human faces
- image classification
- kernel methods
- cross validation
- machine learning
- computer vision