Deep Convolutional Neural Network for Age Estimation based on VGG-Face Model.
Zakariya QawaqnehArafat Abu MallouhBuket D. BarkanaPublished in: CoRR (2017)
Keyphrases
- age estimation
- face model
- convolutional neural network
- face images
- facial images
- face detection
- facial features
- human faces
- face recognition
- facial expressions
- human age estimation
- active appearance models
- object detection
- detection method
- face databases
- neural network
- principal component analysis
- feature points
- keypoints
- lighting conditions
- pose variations
- input image
- human perception
- feature extraction
- feature vectors
- training set
- low resolution
- estimation accuracy
- illumination variations
- active shape model
- high resolution
- face representation
- computer vision
- image database
- image processing
- computer vision and pattern recognition
- high quality
- image registration
- data sets