Face age estimation using model selection.
Cuixian ChenYaw ChangKarl RicanekYishi WangPublished in: CVPR Workshops (2010)
Keyphrases
- model selection
- age estimation
- face images
- facial images
- human age estimation
- human faces
- cross validation
- face recognition
- hyperparameters
- facial expressions
- human perception
- sample size
- parameter estimation
- facial features
- feature selection
- machine learning
- selection criterion
- regression model
- face detection
- feature extraction
- unsupervised learning
- estimation accuracy
- model selection criteria
- feature vectors
- computer vision and pattern recognition
- information criterion
- input image
- variable selection
- principal component analysis
- classification accuracy
- high resolution
- training set
- image database
- bayesian information criterion