Literature Review: Violence Detection InVideo Surveillance Systems

IntroductionViolence detection in video surveillance systems is a critical task in ensuring public safety and security.Traditional methods using handcrafted features have paved the way for more sophisticated techniques involving deep learning models.This review aims to provide a comprehensive overview of the current state of violence detection research, categorizing different methodologies, identifying research gaps, and suggesting future research directions.