Joint Estimation of Age and Gender from Unconstrained Face Images Using Lightweight Multi-Task CNN for Mobile Applications.
Jia-Hong LeeYi-Ming ChanTing-Yen ChenChu-Song ChenPublished in: MIPR (2018)
Keyphrases
- lightweight
- mobile applications
- joint estimation
- multi task
- face images
- age estimation
- multi task learning
- face recognition
- learning tasks
- mobile devices
- human faces
- principal component analysis
- multi class
- metric learning
- transfer learning
- mobile phone
- high resolution
- gaussian processes
- context aware
- facial expressions
- feature selection
- learning problems
- feature vectors
- facial images
- face verification
- input image
- face databases
- gender recognition
- facial features
- user experience
- feature extraction
- face detection
- machine learning algorithms
- end users
- wireless sensor networks
- user interface
- training set