A Review of Violence Detection Techniques
Mahaveer Jain, Mukesh Kumar · 2024
Whether it is the Internet world or Physical world, Security is vital and needs to be addressed carefully. Nowadays CCTV cameras are a prime source of securing any area that is under threat, CCTV cameras watch threatened area without any laziness that may be the case with human beings but at the same time these CCTV cameras produce huge video footages that should be analyzed in real time for anomaly detection and timely action against it. Detecting unwanted activities in video and images with the help of some automated system is the need of today’s challenges of security. Machine Learning or Deep Learning may help us in detecting these unwanted activities in video and images in real time for sending timely notification and taking action against these activities. Action recognition is a broader aspect of violence detection that needs great effort and data. However, my work is limited only to recognize violence activities like fighting, rioting, stone pelting and violence done by a group of people or a riot-like situation.