Deep Balanced Learning for Long-tailed Facial Expressions Recognition
Hongxiang Gao Shan An Jianqing Li Chengyu Liu Hongxiang Gao Shan An Jianqing Li Chengyu Liu
The analysis of facial expression is a very complex and challenging problem. Most researches for automated Facial Expression Recognition (FER) are mainly based on deep learning networks, rarely considering data imbalance. This paper commits to addressing the long-tail distribution problems among large-scale datasets in wild. Inspired by the continual learning method, we reconstruct multi-subsets f...