A single modality apparent first impression personality recognition model with temporal emotion based LSTM

Jialou Wang, Honglei Li, Wai Lok Woo, Shan Shan

Abstract: Highlights•Using single modal method rather than multimodal method for apparent personality recognition.•Facial features of facial expressions, gender and age, and face information are fused from single video clip.•The accuracy of the proposed model is similar to multimodal method.•LSTM method was implemented in the model.