Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition

• Main Authors: Zhang, Su, Tang, Chuangao, Guan, Cuntai
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Continuous Emotion Recognition; Knowledge Distillation
• Online Access: https://hdl.handle.net/10356/161791
• Institution: Nanyang Technological University

Visual modality is one of the most dominant modalities for current continuous emotion recognition methods. Compared to which the EEG modality is relatively less sound due to its intrinsic limitation such as subject bias and low spatial resolution. This work attempts to improve the continuous predict...