Apparent Age Estimation from Face Images Combining General and Children-Specialized Deep Learning Models.
Grigory AntipovMoez BaccoucheSid-Ahmed BerraniJean-Luc DugelayPublished in: CVPR Workshops (2016)
Keyphrases
- age estimation
- face images
- learning models
- face recognition
- human perception
- estimation accuracy
- human faces
- facial images
- principal component analysis
- computer vision and pattern recognition
- feature extraction
- feature vectors
- facial features
- facial expressions
- loss function
- machine learning
- learning tasks
- learning algorithm
- decision trees
- semi supervised
- high resolution
- face recognition systems
- feature points
- illumination variations
- regression methods
- input image
- feature space
- object recognition
- face verification
- video sequences
- image segmentation
- image processing