3 papers
cs.CV2026
AViS-Mamba: Adaptive Visual Steering of Audio State-Space Dynamics for Violence Detection
Damith Chamalke Senadeera, Dimitrios Kollias, Gregory Slabaugh
Automatic violence detection from video is challenging because violent interactions may be distant, occluded, or only partially visible. Audio can provide complementary evidence fo…
cs.CV2026
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…
cs.CV2025
DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios
Dimitrios Kollias, Damith C. Senadeera, Jianian Zheng +4
Violence Detection (VD) has become an increasingly vital area of research. Existing automated VD efforts are hindered by the limited availability of diverse, well-annotated databas…