Age estimation based on face images and pre-trained convolutional neural networks.
Abhinav AnandRuggero Donida LabatiAngelo GenoveseEnrique Muñoz BallesterVincenzo PiuriFabio ScottiPublished in: SSCI (2017)
Keyphrases
- age estimation
- face images
- face recognition
- human perception
- low resolution
- human faces
- facial expressions
- facial images
- high resolution
- feature extraction
- estimation accuracy
- face verification
- face recognition systems
- principal component analysis
- input image
- feature vectors
- facial features
- illumination variations
- training set
- computer vision and pattern recognition
- feature points
- image processing
- gender recognition
- sparse representation
- detection method
- detection algorithm
- least squares
- high dimensional
- image segmentation