Age estimation from faces using deep learning: A comparative analysis.
Alice OthmaniAbdul Rahman TalebHazem AbdelkawyAbdenour HadidPublished in: Comput. Vis. Image Underst. (2020)
Keyphrases
- deep learning
- age estimation
- face images
- human age estimation
- face recognition
- human faces
- unsupervised learning
- estimation accuracy
- facial images
- machine learning
- computer vision and pattern recognition
- human perception
- facial expressions
- facial features
- high resolution
- principal component analysis
- feature vectors
- mental models
- weakly supervised
- feature points
- training set
- regression methods
- feature extraction
- input image
- subspace learning
- probabilistic model
- image segmentation
- lighting conditions
- image database
- pattern recognition