- A 15 A Surveillance System Is To Be Designed For A Subway Station To Monitor Moving Crowds And Detect And Track Suspic 1 (341.56 KiB) Viewed 52 times
a (15) A surveillance system is to be designed for a subway station to monitor moving crowds and detect and track suspicious, erratic behavior, which entails an individual running/mover much faster than the general flow of the crowd or moving in zigzag fashion. Design a machine vision system for detecting and tracking an individual in a moving crowd that is showing suspicious behavior as described above. Design criteria are as follows: The system must automatically detect and then track an individual in a crowd, and identify the location of the suspicious person across frames of surveillance video. The system should apply image processing chain to individual image frames to determine when there is an anomaly in a moving crowd, and the location of the person across video frames. The system should place a bouding box around the suspicious person across image frames. a) Sketch your design. b) Determine the hardware components of this machine vision system, including the necessary specifications for the vision hardware and components. c) Identify the image processing chain to solve the above problem, and show the appropriate equations needed. d) Write a pseudo-code to perform the above tasks. The pseudo code should show the clear logic from start to end for detection and tracking the suspicious person. e) Show your solution with a simple example.