FuseMamba-VD: Dual Branch VideoMamba with Gated Class Token Fusion for Violence Detection

Damith Chamalke Senadeera, Muhammad Awais, Shibo Li +2

The rapid proliferation of surveillance cameras has increased the demand for automated violence detection. While CNNs and Transformers have shown success in extracting spatio-tempo…