Preprint Open access
Can We Anticipate Violence? Multimodal Learning from Pre-Incident Behavioral Cues
Detecting violence after it begins is important from recognizing behavioral cues that appear immediately beforehand. This work studies short-horizon pre-incident risk recognition from multimodal video signals. We construct a binary Normal-versus-Risky setting from temporally annotated XD-Violence clips, using 443 sampl …