Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data.
Weiqiao ZhengPing YangRongfeng LaiKongyang ZhuTao ZhangJunpeng ZhangHongcheng FuPublished in: INTERSPEECH (2022)
Keyphrases
- multi task learning
- gender recognition
- age estimation
- face images
- class imbalanced data
- multi task
- facial images
- gender classification
- face recognition
- feature selection
- gaussian processes
- human faces
- learning tasks
- learning problems
- human perception
- facial expressions
- high order
- facial features
- feature extraction
- low resolution
- principal component analysis
- feature vectors
- estimation accuracy
- depth images
- learning algorithm
- high resolution
- training set
- transfer learning
- feature points
- data mining
- similarity measure
- model selection
- computer vision