t: In this paper a novel method for detecting and recognizing weapons like different types of handguns in different
scenarios through webcam video is proposed. There is significant need of prevention of terrorist attack and the earliest
detection of such threats is a major concern to ensure human safety. So there is need of deploying these smart surveillance
cameras and security systems around the globe. With the high increasing demand for intelligent security surveillance
cameras, various researches have been undergoing in a detection system for pre-processing, manipulation and interpretation
of video frames and images. The detection process contains analysis of both static and dynamic images to continuous monitor
the area for security.
