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