Multimodal deception detection via feature reconstruction and spatio-temporal consistency modeling

Deception detection is an important task in security, forensic analysis, and human-computer interaction. Despite its significance, traditional unimodal approaches often suffer from limited representation capacity. To bridge this gap, this paper introduces a novel multimodal deception detection framework centered on feature reconstruction and temporal consistency modeling. Our method integrates tex…