Intelligent Crowd Analysis: A Learning-Based Approach for Detection and Behavior Analysis in Surveillance Videos
This work presents a novel Intelligent Crowd Analysis (ICA) system in this paper that takes advantage of a Modified YOLOv4-tiny object detection model with Non-Maximum Suppression (NMS), Deep SORT object tracking and a Crowd Monitoring and Behavior Analysis (CMBA)module that is designed by us.