In this paper, loitering and intrusion algorithms for intelligent CCTV were developed. First, object detection was performed based on Yolo_X, a deep learning model capable of real-time object detection. Second, the false detection removal algorithm wa...
In this paper, loitering and intrusion algorithms for intelligent CCTV were developed. First, object detection was performed based on Yolo_X, a deep learning model capable of real-time object detection. Second, the false detection removal algorithm was applied to remove falsely detected objects. Finally, the event situation is determined by applying loitering and intrusion algorithms to each detected object. As a result of the experiment, loitering and intrusion events were detected at the correct time in 59 out of 60 images.