An Analytical Comparison of Approaches to Real-Time Object Detection to Handle Concurrent Surveillance Video Streams

In some environments, there is a need to process multiple real-time object detection algorithms concurrently, where each object detection algorithm receives a live stream from a camera. To cover a large scale of surveillance cameras on multiple live streams concurrently, we have to decrease the detection time per frame while performance does not make changes. Since there is no comprehensive study ...