Attire-Based Anomaly Detection in Restricted Areas Using YOLOv8 for Enhanced CCTV Security

arXiv:2404.00645v1 Announce Type: new
Abstract: This research introduces an innovative security enhancement approach, employing advanced image analysis and soft computing. The focus is on an intelligent surveillance system that detects unauthorized individuals in restricted areas by analyzing attire. Traditional security measures face challenges in monitoring unauthorized access. Leveraging YOLOv8, an advanced object detection algorithm, our system identifies authorized personnel based on their attire in CCTV footage. The methodology involves training the YOLOv8 model on a comprehensive dataset of uniform patterns, …

abstract advanced analysis anomaly anomaly detection arxiv cctv challenges computing cs.cv detection face focus image intelligent monitoring research security surveillance type yolov8