Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation.
Philip SmithCuixian ChenPublished in: CoRR (2018)
Keyphrases
- transfer learning
- gender recognition
- age estimation
- face images
- gender classification
- facial images
- face recognition
- reinforcement learning
- human perception
- human faces
- active learning
- machine learning
- principal component analysis
- labeled data
- estimation accuracy
- high resolution
- facial expressions
- low resolution
- training set
- face databases
- collaborative filtering
- feature extraction
- transfer knowledge
- computer vision and pattern recognition
- facial features
- text categorization
- semi supervised learning
- feature vectors
- machine learning algorithms
- depth images
- input image
- learning algorithm
- face detection
- activity recognition
- error rate
- text classification