Age Estimation of Faces in Videos Using Head Pose Estimation and Convolutional Neural Networks.
Beichen ZhangYue BaoPublished in: Sensors (2022)
Keyphrases
- head pose estimation
- age estimation
- face images
- convolutional neural networks
- facial features
- pose variations
- facial images
- human faces
- face recognition
- facial expressions
- video sequences
- principal component analysis
- visual tracking
- pose estimation
- low resolution
- face detection
- face databases
- manifold learning
- facial expression recognition
- feature vectors
- high resolution
- face recognition systems
- human perception
- active appearance models
- feature points
- input image
- feature extraction
- face tracking
- subspace learning
- face model
- random forests
- illumination variations
- training set
- data sets
- human actions
- human activities
- d objects
- logistic regression
- dimensionality reduction