Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition

no code implementations • 17 Jan 2020 • Wenxuan Wang, Yanwei Fu, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang, xiangyang xue

Considering the phenomenon of uneven data distribution and lack of samples is common in real-world scenarios, we further evaluate several tasks of few-shot expression learning by virtue of our F2ED, which are to recognize the facial expressions given only few training instances.

Facial Expression Recognition Facial Expression Recognition (FER) +1

A Fine-Grained Facial Expression Database for End-to-End Multi-Pose Facial Expression Recognition

no code implementations • 25 Jul 2019 • Wenxuan Wang, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yanwei Fu

First, we create a new facial expression dataset of more than 200k images with 119 persons, 4 poses and 54 expressions.

Facial Expression Recognition Facial Expression Recognition (FER) +2

Multimodal Emotion Recognition for One-Minute-Gradual Emotion Challenge

no code implementations • 3 May 2018 • Ziqi Zheng, Chenjie Cao, Xingwei Chen, Guoqiang Xu

The continuous dimensional emotion modelled by arousal and valence can depict complex changes of emotions.

Multimodal Emotion Recognition