1 publication
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Published Subscription Review Article
A Multimodal AI-Based System for Real-Time Harassment and Violence Detection Using Surveillance CamerasBy Pradnya D. Bormane, Mitali Balkrishna Satpute, Onkar Chandrakant Rangate, Rajratna Kadu Salve
Abstract: Public safety in urban settings, as these areas are crowded and experience increasing incidents of harassment, verbal abuse, and physical violence. Traditional CCTV surveillance systems heavily rely on human operators who have to continuously monitor the video feeds, which is inefficient and prone to human error. AI-based harassment and violence detection systems automatically monitor public environments in real-time using video and audio analysis. The system is based on a multilayer …
Published in Journal of Advancements in Robotics · Vol. 13, Issue 2, 2026 · pp. 8–21 Read article →