An optimized Capsule-LSTM model for facial expression recognition with video sequences

no code implementations • 27 May 2021 • Siwei Liu, Yuanpeng Long, Gao Xu, Lijia Yang, Shimei Xu, Xiaoming Yao, Kunxian Shu

To overcome the limitations of convolutional neural network in the process of facial expression recognition, a facial expression recognition model Capsule-LSTM based on video frame sequence is proposed.

Facial Expression Recognition Facial Expression Recognition (FER)

BPLF: A Bi-Parallel Linear Flow Model for Facial Expression Generation from Emotion Set Images

no code implementations • 27 May 2021 • Gao Xu, Yuanpeng Long, Siwei Liu, Lijia Yang, Shimei Xu, Xiaoming Yao, Kunxian Shu

In this paper, a bi-parallel linear flow model for facial emotion generation from emotion set images is constructed, and a series of improvements have been made in terms of the expression ability of the model and the convergence speed in training.

Facial expression generation